Epidemic potential of Maravalia cryptostegiae, a classical biological control agent of rubber vine, in Northeastern Brazil
Del Ponte, E. M.; Costa, R. C.; Barreto, R. W. W.
Show abstract
Rubber vines (Cryptostegia madagascariensis and C. grandiflora) are highly invasive weeds in the semi-arid landscapes of many tropical regions. The rust fungus Maravalia cryptostegiae has provided a spetatular and sustainable control of invasive C. grandiflora populations in Australia, after its scientific and quarantine-authorized release in the context of a classical biological control program. The Caatinga biome of Northeastern Brazil is under a devastating invasion by C. madagascariensis. This species is also susceptible to M. cryptostegia but its epidemic potential towards C. madagascariensis in Brazil remains unknown. We developed a weather-driven epidemiological model integrating experimentally derived relationships for infection as a function of temperature and wetness duration and for temperature-dependent latent development. Three infection-response models were fitted to 20 experimental temperature x wetness combinations from the literature and compared using information criteria, grouped cross-validation and a parametric bootstrap. The selected model, in which thermal breadth increases with wetness duration, was best supported (R2 = 0.931; {Delta}AICc [≥] 3.3 relative to the alternatives), and prolonged wetness significantly broadened the thermal range favorable for infection ({gamma} = 0.30 oC h-1; bootstrap P = 0.002). The infection and latent-development models were coupled with 25 years (2001-2025) of hourly NASA POWER data for 65 grid cells representing rubber-vine-infested locations in Northeastern Brazil, with wetness defined as hours with relative humidity equal or greater than 90%. Infection potential was concentrated in March-June (73% of the annual total, peaking in April), coinciding with the regional rainy season, and was highest in the interior of northern and central Ceara. Predicted potential varied more than a hundredfold among grid cells and was lowest along parts of the Ceara coast and the lower Jaguaribe valley, which include some of the largest infestations; the magnitude of these contrasts depended on the humidity threshold used to define wetness. Applied with identical rules to 13 historical release sites in Queensland, Australia, the model reproduced the documented wet-season timing of rust activity, and predicted potential was on average higher at sites with reported high rust impact, although the difference was not statistically significant. These results indicate strong seasonal and geographic structuring of weather-driven epidemic potential and provide testable hypotheses for selecting release periods and locations for M. cryptostegiae in Brazil.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Geographic potential of the world largest hornet, Vespa mandarinia Smith (Hymenoptera: Vespidae), worldwide and particularly in North America 91%
- Assessing whitefly diversity to infer about begomovirus dynamics in cassava in Brazil 91%
- Systematic review of distribution models for Amblyomma ticks and Rickettsial group pathogens 90%
Similar papers in this journal
- Suitability of anthrax ( Bacillus anthracis ) in the Black Sea basin through the scope of distribution modelling 91%
- Assessing the potential of plains zebra to maintain African horse sickness in the Western Cape Province, South Africa 91%
- Impacts of climate change on high priority fruit fly species in Australia 91%
Similar papers in this journal
- Barrier effects on the spatial distribution of Xylella fastidiosa in Alicante, Spain 94%
- Modelling Inoculum Availability of Plurivorosphaerella nawae in Persimmon Leaf Litter with Bayesian Beta Regression 93%
- Modeling of yield Losses and risk analysis of fungicide profitability for managing Fusarium Head Blight in Brazilian spring wheat 92%
Similar papers in this journal
- Insecticide resistance management strategies for public health control of mosquitoes exhibiting polygenic resistance: a comparison of sequences, rotations, and mixtures. 91%
- Tangled evolutionary history: genetically divergent taxa and hybrids characterise lantana invasions in Australia 90%
- Alternative host shapes transmission and life-history trait correlations in a multi-host plant pathogen 90%
Similar papers in this journal
- Using "sentinel" plants to improve early detection of invasive plant pathogens 92%
- Spatial modelling for population replacement of mosquito vectors at continental scale 92%
- Modelling quantitative fungicide resistance and breakdown of resistant cultivars: designing integrated disease management strategies for Septoria of winter wheat 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.