There is widespread interest in biofuel crops as a solution to the world's energy needs, particularly in light of concerns over greenhouse-gas emissions. Despite reservations about their adverse environmental impacts, no attempt has been made to quantify actual, relative or potential invasiveness of terrestrial biofuel crops at an appropriate regional or international scale, and their planting continues to be largely unregulated.
Using a widely accepted weed risk assessment system, we analyzed a comprehensive list of regionally suitable biofuel crops to show that seventy percent have a high risk of becoming invasive versus one-quarter of non-biofuel plant species and are two to four times more likely to establish wild populations locally or be invasive in Hawaii or in other locations with a similar climate.
Because of climatic and ecological similarities, predictions of biofuel crop invasiveness in Hawaii are applicable to other vulnerable island and subtropical ecosystems worldwide. We demonstrate the utility of an accessible and scientifically proven risk assessment protocol that allows users to predict if introduced species will become invasive in their region of interest. Other evidence supports the contention that propagule pressure created by extensive plantings will exacerbate invasions, a scenario expected with large-scale biofuel crop cultivation. Proactive measures, such as risk assessments, should be employed to predict invasion risks, which could then be mitigated via implementation of appropriate planting policies and adoption of the “polluter-pays” principle.
Citation: Buddenhagen CE, Chimera C, Clifford P (2009) Assessing Biofuel Crop Invasiveness: A Case Study. PLoS ONE 4(4): e5261. doi:10.1371/journal.pone.0005261
Editor: Dennis Marinus Hansen, Stanford University, United States of America
Received: February 20, 2009; Accepted: March 19, 2009; Published: April 22, 2009
Copyright: © 2009 Buddenhagen et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: The Hawaii Invasive Species Council provided funds through the Hawaii Department of Land and Natural Resources to carry out weed risk assessments for introduced species. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
There is growing interest in biofuels as a “green”, renewable solution to the world's energy needs, particularly in the face of increasing cost and declining availability of fossil fuels, and concerns over greenhouse-gas emissions and concomitant climate change. Biofuel crops continue to be promoted and planted worldwide despite questions concerning their adverse environmental impacts, inability to meet energy needs or emission requirements, and alleged non-profitability , , , . Some evidence suggests that biofuel crops are selected for traits that contribute to a higher probability of naturalization and invasiveness , , , . These studies, while valuable for drawing attention to the problem, are generally descriptive, rather than quantitative, or limited to the analysis of only a few species. Meanwhile, invasive species impacts are being manifested worldwide, incurring massive economic costs for their management and control and affecting landscape-level change and losses to biodiversity, especially on islands , , .
Tools exist to mitigate the impacts of intentional terrestrial plant introductions. A weed risk assessment system (WRA) for screening out potentially invasive species was developed and is being successfully applied in Australia . Species are scored according to a set of 49 criteria, with those falling above or below a certain threshold designated as high or low risk, and accepted or rejected for importation . Some species fall into the intermediate category of “evaluate” when evidence of risk is inconclusive . Use of the WRA provides net economic benefits by allowing authorities to screen out costly invasive species, even after accounting for lost revenue from the small percentage of valuable non-weeds that may be incorrectly rejected . The system has since been adapted for use around the world, and successfully identifies major invaders 90% and non-invaders 70% of the time . Most risk assessment systems draw on a similar mix of criteria related to climate suitability, biology, undesirable characteristics and invasion history , . There are no single plant characteristic that consistently and conclusively predict invasiveness in a species, so the WRA employs a “catch-all” approach to the evidence to improve accuracy of predictions . We aimed to quantify actual, relative or potential invasiveness of biofuel crops at an appropriate regional and pan-tropical scale. To do this we documented naturalization and invasiveness in Hawaii and climatically similar regions elsewhere. We also determined potential risk using the WRA adapted for Hawaii and the Pacific regions (HPWRA) . We compared invasion risks of a comprehensive list of 40 biofuel crops proposed for Hawaii versus a random sample of 40 introduced non-biofuel plant species. Our results conclusively demonstrate that actual and potential invasiveness differed significantly between proposed biofuel crops and introduced non-biofuel species.
Results and Discussion
Compared to the sample of introduced non-biofuel species, biofuel crops were two to four times more likely to be naturalized or invasive in Hawaii or elsewhere (Table 1). Of the 40 biofuel species recommended for use in Hawaii, 58% were already naturalized there, while the random selection of 40 introduced non-biofuel species yielded only a 13% naturalization rate. Species-specific traits could explain this, but other factors are known to contribute to naturalization and invasiveness, including characteristics of the receiving environment, climate suitability, residence time, time to maturity, and degree of cultivation or propagule pressure , . The pattern also holds true when considering invasiveness of these biofuel crops elsewhere in the world. The biofuel species included in this study were three times as likely to be invasive somewhere in the world as the introduced species (60 vs. 20%, Table 1). A similar pattern held (32 vs. 13%) for the species known to be invasive in Hawaii, but the difference was not significant (binomial test χ2 = 3.1176, df = 1, p-value = 0.077).
Biofuel crops had HPWRA scores that skewed higher and tended to fall above the threshold for high risk species (over 6) whereas the random sample of introduced non-biofuel species was weighted toward the low-risk (below 0) end of the spectrum (Fig. 1). After the second screening, all known invaders in Hawaii and elsewhere were categorized as high risk (Tables 1, 2 and 3). Using the HPWRA, fifteen biofuel species not yet known to be invasive in Hawaii were identified as high risk compared to five of the introduced non-biofuel species. We could not find enough published information to complete two introduced species assessments (Table 2 and 3), suggesting that the WRA may not be effective at predicting invasiveness for poorly studied species.
Both the biofuel crops and introduced species in our analysis were presumably chosen for importation and cultivation in part because of their climatic suitability to subtropical islands (i.e., Hawaii). In any case all but two of the biofuel and all the non-biofuel species already grow in Hawaii. We contribute quantitative evidence that, compared to other plants, biofuel crops are selected for many of the same traits identified in successful invasive species, as supported by other authors , , , . Apparently invasion probability and desirability as biofuel can relate to traits shared across plant families, and 25 (63%) of the biofuel crops are in weedy families Euphorbiaceae, Fabaceae, Myrtaceae, Poaceae , , . Species traits identified by the WRA have been shown to relate to actual invasiveness ,  provided they interact suitably with local environmental conditions, but propagule pressure is also known to contribute strongly to invasion success , . Widespread planting of biofuel crops will increase propagule pressure tremendously, and in combination with an effective dispersal mechanism, increases the probability of invasion by the high-risk species identified in this study (Table 3). For the fifteen high risk species not currently naturalized in the Hawaiian Islands, invasion and associated problems could be manifested more quickly than in temperate regions, due to a propensity for greatly reduced lag-times in tropical climates . Risk assessments using a standardized methodology should help decision makers to evaluate biofuel crops. Not all ‘high-risk’ species are likely to be equally problematic; certain species might be rejected outright, whereas the planting of others could be regulated with proactive, precautionary measures. Though a large proportion of high risk biofuel species have already shown their invasive potential somewhere in the world, some do so only in particular circumstances, e.g., along riparian zones, or in the presence of particular dispersers and pollinators . Spread may be predictably slow, or regionally controllable. Such species could potentially be planted and their invasiveness limited through conscious management and planting plans designed to prevent or reduce spread. The benefits of planting a biofuel species could outweigh the environmental costs in some circumstances, despite the risk of invasiveness .
There are well-documented examples of speculative agricultural introductions not only failing to meet expectations but also leading to unintended invasions and associated problems, particularly in the case of introduced pasture and legume species , . Considering the experimental nature of many biofuel crops and the uncertainty that they will be profitable, the utility of some species has likely been overestimated and underperforming or unpromising crops will inevitably be abandoned due to the vagaries of the market. The costs of managing the impacts of persistent or spreading species in the environment, particularly following landscape-level changes associated with large scale agricultural ventures, would then be passed onto the wider community. As in other locations, only a small proportion of known invasive species are regulated in Hawaii, and policies favor entrepreneurship; private land-owners are able to plant almost any crop they choose. To mitigate these costs, the “polluter-pays” principle is one solution that could be sensibly employed by regulatory agencies approving planting programs for high-risk species . High risk species could be designated as noxious weeds which require permission to plant. Proponents of high risk species could be required to pay a bond to fund control of escaping crops, or they could be required to do the control themselves at their own expense.
Materials and Methods
We documented all terrestrial plant species identified in the literature for potential biofuel use in Hawaii (Table 3). Species already growing in Hawaii but proposed as biofuels elsewhere were also included in our analysis. Biofuel crops were defined broadly and included plants that produce energy directly via burning methods such as gasification or indirectly through conversion to liquid fuels, e.g. bio-diesel or ethanol. Any plant material could conceivably be used to produce energy, but we focused on those species that published experts considered to be the most promising. A comparison dataset included an equal number (n = 40) of randomly selected non-biofuel plant species known to be introduced in Hawaii (in cultivation or in the wild) , . For both biofuels and these introduced species, we documented their naturalization and invasion status in Hawaii and invasiveness in climatically similar areas elsewhere (Table 1 and 3). A widely used weed risk assessment system adapted for use in Hawaii and the Pacific (HPWRA) was used to collate weed risk assessment scores for both the introduced and biofuel species , , . We compared scores and the numbers falling into the three risk assessment categories (High/Reject, Evaluate, Low/Accept), following standard HPWRA methods  (Table 1). Species initially falling into the evaluate category were run through a second screening procedure which improves detection of high risk species . Risk outcomes for each species were recorded in Table 3. Two cultivated species could not be assessed fully as there was insufficient published information to answer the minimum number of questions required by the HPWRA; these were given their own category of “not assessable” (Table 2 and 3). Score density distributions were plotted using violin plots (Figure 1). Binomial proportion tests and Wilcoxon's exact tests were used to compare categorical data (Table 2). All statistics were carried out using R version 2.7.2 .
We thank Stephanie Joe, Shahin Ansari and Huang Chi Kuo for assistance in completing risk assessments and Lloyd Loope, Curt Daehler, Michael Poteet, Richard Ogoshi and William Steiner for facilitating the discussion about and sharing their insights on biofuel crop development in the Hawaiian Islands. Fred Kraus and Lloyd Loope commented on the manuscript. Funding came through the Hawaii Invasive Species Council.
Conceived and designed the experiments: CEB. Performed the experiments: CC PC. Analyzed the data: CEB. Wrote the paper: CEB CC.
- 1. Chow J, Kopp R, Portney P (2003) Energy Resources and Global Development. Science 302: 1528–1531.
- 2. Fargione J, Hill J, Tilman D, Polasky S, Hawthorne P (2008) Land Clearing and the Biofuel Carbon Debt. Science 319: 1235.
- 3. Pimentel D, Patzek TW (2005) Ethanol Production Using Corn, Switchgrass, and Wood; Biodiesel Production Using Soybean and Sunflower. Natural Resources Research 14: 65–76.
- 4. Scharlemann J, Laurance W (2008) How Green Are Biofuels? Science 319: 43.
- 5. Raghu S, Anderson R, Daehler C, Davis A, Wiedenmann R, et al. (2006) ECOLOGY: Adding Biofuels to the Invasive Species Fire? Science 313: 1742–1742.
- 6. Raghu S, Davis A (2007) Exotic grasses as biofuels the concerns. Illinois Natural Steward 16: 30–32.
- 7. Low T, Booth C, Council I (2007) The Weedy Truth about Biofuels. Melbourne, Australia: Invasive Species Council.
- 8. Barney JN, Di Tomaso JM (2008) Nonnative Species and Bioenergy: Are We Cultivating the Next Invader? BioScience 58: 64–70.
- 9. Denslow JS (2003) Weeds in paradise: Thoughts on the invasibility of tropical islands. Annals of the Missouri Botanical Garden 90: 119–127.
- 10. Vitousek PM, D'Antonio CM, Loope LL, Rejmánek M, Westbrooks R (1997) Introduced species: A significant component of human-caused global change. New Zealand Journal of Ecology 21: 1–16.
- 11. Pimentel D, Zuniga R, Morrison D (2004) Update on the environmental and economic costs associated with alien-invasive species in the United States. Ecological Economics 52: 273–288.
- 12. Weber J, Dane Panetta F, Virtue J, Pheloung P (2008) An analysis of assessment outcomes from eight years' operation of the Australian border weed risk assessment system. Journal of Environmental Management 90: 798–807.
- 13. Pheloung PC, Williams PA, Halloy SR (1999) A weed risk assessment model for use as a biosecurity tool evaluating plant introductions. Journal of Environmental Management 57: 239–252.
- 14. Daehler C, Denslow J, Ansari S, Kuo H (2004) A Risk-Assessment System for Screening Out Invasive Pest Plants from Hawaii and Other Pacific Islands. Conservation Biology 18: 360–368.
- 15. Keller R, Lodge D, Finnoff D (2007) Risk assessment for invasive species produces net bioeconomic benefits. Proceedings of the National Academy of Sciences of the United States of America 104: 203–207.
- 16. Gordon D, Onderdonk D, Fox A, Stocker R (2008) Consistent accuracy of the Australian weed risk assessment system across varied geographies. Diversity and Distributions 14: 234–242.
- 17. Parker C, Caton B, Fowler L (2007) Ranking Nonindigenous Weed Species by Their Potential to Invade the United States. Weed Science 55: 386–397.
- 18. Rejmánek M, Richardson DM, Higgins SI, Pitcairn M, Grotkopp E (2002) Plant invasion ecology: State of the art. In: Mooney H, McNeely JA, Neville L, Schei PJ, Waage J, editors. Invasive alien species: Searching for solutions. Washington D.C.: Island Press.
- 19. Daehler CC (2009) Short Lag Times for Invasive Tropical Plants: Evidence from Experimental Plantings in Hawai'i. PLoS ONE 4: e4462.
- 20. Diez J, Sullivan J, Hulme P, Edwards G, Duncan R (2008) Darwin's naturalization conundrum: dissecting taxonomic patterns of species invasions. Ecology Letters 11: 674–681.
- 21. Daehler CC (1998) The taxonomic distribution of invasive angiosperm plants: Ecological insights and comparison to agricultural weeds. Biological Conservation 84: 167–180.
- 22. Pysek P (1998) Is there a taxonomic pattern to plant invasions? Oikos 82: 282–294.
- 23. Caley P, Lonsdale WM, Pheloung PC (2006) Quantifying uncertainty in predictions of invasiveness, with emphasis on weed risk assessment. Biological Invasions 8: 1595–1604.
- 24. Rouget M, Richardson D (2003) Inferring process from pattern in plant invasions: a semimechanistic model incorporating propagule pressure and environmental factors. American Naturalist 162: 713–724.
- 25. Lockwood J, Cassey P, Blackburn T (2005) The role of propagule pressure in explaining species invasions. Trends in Ecology & Evolution 20: 223–228.
- 26. Knowler D, Barbier E (2005) Importing exotic plants and the risk of invasion: are market-based instruments adequate? Ecological Economics 52: 341–354.
- 27. Lonsdale WM (1994) Inviting trouble - Introduced pasture species in Northern Australia. Australian Journal of Ecology 19: 345–354.
- 28. Paynter Q, Csurhes S, Heard T, Ireson J, Julien M, et al. (2003) Worth the risk? Introduction of legumes can cause more harm than good: an Australian perspective. Australian Systematic Botany 16: 81–88.
- 29. Perrings C, Dehnen-Schmutz K, Touza J, Williamson M (2005) How to manage biological invasions under globalization. Trends in Ecology & Evolution 20: 212–215.
- 30. Staples GW, Herbst DR (2005) A Tropical Garden Flora: Plants Cultivated in the Hawaiian Islands and other Tropical Places. Honolulu, Hawaii: Bishop Museum Press.
- 31. Bishop Museum Herbarium confirmed records of plants in cultivation or naturalized in Hawaii
- 32. R Development Core Team (2008) R: A language and environment for statistical computing. R Foundation for Statistical Computing. Vienna, Austria: R Development Core Team.
- 33. Poteet M, Number U (2006) Biodiesel Crop Implementation in Hawaii. Honolulu: Prepared by the Hawaii Agriculture Research Center. Aiea, HI for State of Hawaii Department of Agriculture.
- 34. Turn S, Keffer V, Beers K (2005) Physicochemical Analysis of Selected Biomass Materials in Hawaii. Honolulu: Hawaii Natural Energy Institute, University of Hawaii.
- 35. Turn S, Keffer V, Staackmann M (2002) Analysis of Hawaii Biomass Energy Resources for Distributed Energy Applications. Honolulu: Hawaii Natural Energy Institute, University of Hawaii.
- 36. Kinoshita C, Zhou J (1999) Siting Evaluation for Biomass-Ethanol Production in Hawaii. Honolulu: College of Tropical Agriculture and Human Resources, University of Hawaii at Manoa.
- 37. Howard G, Ziller S (2008) Alien alert – plants for biofuel may be invasive. Bioenergy Business July/August: 14–16.
- 38. Kumar J, Pratt B (1996) Determination of calorific values of some renewable biofuels. Thermochimica Acta 279: 111–120.