Prediction and analysis of the potential risk of sudden oak death in China

Bo Xie , Chunxiang Cao , Wei Chen , Bing Yu

Journal of Forestry Research ›› 2018, Vol. 30 ›› Issue (6) : 2357 -2366.

PDF
Journal of Forestry Research ›› 2018, Vol. 30 ›› Issue (6) : 2357 -2366. DOI: 10.1007/s11676-018-0755-x
Original Paper

Prediction and analysis of the potential risk of sudden oak death in China

Author information +
History +
PDF

Abstract

Sudden oak death (SOD) is one of the most rapid and destructive forest pathogens, which has caused the death of many host plants in Europe and America. There are currently no cases in China where there are more host plants and a more suitable climate for this pathogen to survive. Therefore, it is vital to discern the potential suitable habitat, quantify the risk levels, and monitor the potential high-risk areas. In this study, we modelled the potential invasion range and risk level of this pathogen at present and in future scenarios in China, using the least correlated components of all the environmental factors based on the Genetic Algorithm for Ruleset Production niche model and GIS analysis. The results indicate that most areas in China are free from a potential SOD risk, and the majority of potential occurrence areas are concentrated in Southern China (Yunnan, Sichuan, Guizhou, Chongqing, Hunan, Fujian). The area of high and extremely high risk in 2050 (RCP26, RCP45, RCP60, and RCP85) is larger than that at present. The most susceptible area is Yunnan province with 80% of the area prone to SOD at extremely high risk in present and future scenarios. The results will be important for monitoring potential high-risk areas in the currently uninfected parts of China.

Keywords

Phytophthora ramorum / GARP / Ecological niche models / Suitable habitat / Risk level

Cite this article

Download citation ▾
Bo Xie, Chunxiang Cao, Wei Chen, Bing Yu. Prediction and analysis of the potential risk of sudden oak death in China. Journal of Forestry Research, 2018, 30(6): 2357-2366 DOI:10.1007/s11676-018-0755-x

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Aghighi S, Hardy GESJ, Scott JK, Burgess TI. Phytophthora bilorbang sp nov., a new species associated with the decline of Rubus anglocandicans (European blackberry) in Western Australia. Eur J Plant Pathol, 2012, 133(4): 841-855.

[2]

Aiello-Lammens ME, Boria RA, Radosavljevic A, Vilela B, Anderson RP. spThin: an R package for spatial thinning of species occurrence records for use in ecological niche models. Ecography, 2015, 38(5): 541-545.

[3]

Alexander J, Lee CA. Lessons learned from a decade of sudden oak death in California: evaluating local management. Environ Manag, 2010, 46(3): 315-328.

[4]

Baguskas SA, Peterson SH, Bookhagen B, Still CJ. Evaluating spatial patterns of drought-induced tree mortality in a coastal California pine forest. For Ecol Manag, 2014, 315: 43-53.

[5]

Brasier CM, Vettraino AM, Chang TT, Vannini A. Phytophthora lateralis discovered in an old growth Chamaecyparis forest in Taiwan. Plant Pathol, 2010, 59(59): 595-603.

[6]

Brown LB, Allen-Diaz B. Forest stand dynamics and sudden oak death: mortality in mixed-evergreen forests dominated by coast live oak. For Ecol Manag, 2009, 257(4): 1271-1280.

[7]

Cunniffe NJ, Cobb RC, Meentemeyer RK, Rizzo DM, Gilligan CA. Modeling when, where, and how to manage a forest epidemic, motivated by sudden oak death in California. Proc Natl Acad Sci U S A, 2016, 113(20): 5640-5645.

[8]

Davidson JM, Wickland AC, Patterson HA, Falk KR, Rizzo DM. Transmission of Phytophthora ramorum in mixed-evergreen forest in California. Phytopathology, 2005, 95(5): 587-596.

[9]

De Dobbelaere I, Vercauteren A, Speybroeck N, Berkvens D, Van Bockstaele E, Maes M, Heungens K. Effect of host factors on the susceptibility of Rhododendron to Phytophthora ramorum. Plant Pathol, 2010, 59(2): 301-312.

[10]

Englander L, Browning M, Tooley PW. Growth and sporulation of Phytophthora ramorum in vitro in response to temperature and light. Mycologia, 2006, 98(3): 365-373.

[11]

Fang Z, Cao CX, Ji W. Spatiotemporal transmission for sudden oak death in Yunnan. Chin Sci Bull, 2016, 61(8): 901-911.

[12]

Frankel SJ. Sudden oak death and Phytophthora ramorum in the USA: a management challenge. Australas Plant Pathol, 2008, 37(1): 19-25.

[13]

Goheen E, Hansen E, Kanaskie A, McWilliams M, Osterbauer N, Sutton W. Sudden oak death caused by Phytophthora ramorum in Oregon. Plant Dis, 2002 86 4 441

[14]

Grünwald NJ, Goss EM, Press CM. Phytophthora ramorum: a pathogen with a remarkably wide host range causing sudden oak death on oaks and ramorum blight on woody ornamentals. Mol Plant Pathol, 2008, 9(6): 729-740.

[15]

Grünwald NJ, Larsen MM, Kamvar ZN, Reeser PW, Kanaskie A, Laine J, Wiese R. First report of the EU1 clonal lineage of Phytophthora ramorum on Tanoak in an Oregon forest. Plant Dis, 2016 100 5 1024

[16]

Guo Q, Kelly M, Graham CH. Support vector machines for predicting distribution of sudden oak death in California. Ecol Model, 2005, 182(1): 75-90.

[17]

Harris AR, Webber JF. Sporulation potential, symptom expression and detection of Phytophthora ramorum on larch needles and other foliar hosts. Plant Pathol, 2016, 65(9): 1441-1451.

[18]

He SH, Li HJ. Hymenochaete rhododendricola and H. quercicola spp. nov. (Basidiomycota, Hymenochaetales) from Tibet, southwestern China. Nord J Bot, 2011, 29(4): 484-487.

[19]

Kamvar ZN, Larsen MM, Kanaskie AM, Hansen EM, Grunwald NJ. Spatial and temporal analysis of populations of the sudden oak death pathogen in Oregon forests. Phytopathology, 2015, 105(7): 982-989.

[20]

Kelly NM, Tuxen K. WebGIS for monitoring “Sudden Oak Death” in coastal California. Comput Environ Urban Syst, 2003, 27(5): 527-547.

[21]

Kluza D, Vieglais D, Andreasen J, Peterson A. Sudden oak death: geographic risk estimates and predictions of origins. Plant Pathol, 2007, 56(4): 580-587.

[22]

Kozanitas M, Osmundson TW, Linzer R, Garbelotto M. Interspecific interactions between the sudden oak death pathogen Phytophthora ramorum and two sympatric Phytophthora species in varying ecological conditions. Fungal Ecol, 2017, 28: 86-96.

[23]

Liu C, Cao CX. Prediction of potentially suitable distributions of sudden oak death in China based on GIS technology. Sci Bull, 2014, 59(18): 1732-1747.

[24]

Liu DS, Kelly M, Gong P. A spatial–temporal approach to monitoring forest disease spread using multi-temporal high spatial resolution imagery. Remote Sens Environ, 2006, 101(2): 167-180.

[25]

Mascheretti S, Croucher PJP, Vettraino A, Prospero S, Garbelotto M. Reconstruction of the sudden oak death epidemic in California through microsatellite analysis of the pathogen Phytophthora ramorum. Mol Ecol, 2008, 17(11): 2755-2768.

[26]

Meentemeyer RK, Kelly M. Landscape dynamics of the spread of Sudden Oak death. Photogramm Eng Remote Sens, 2002, 68(10): 100-1010.

[27]

Meentemeyer R, Rizzo D, Mark W, Lotz E. Mapping the risk of establishment and spread of sudden oak death in California. For Ecol Manag, 2004, 200(1–3): 195-214.

[28]

Meentemeyer RK, Cunniffe NJ, Cook AR, Filipe JA, Hunter RD, Rizzo DM, Gilligan CA. Epidemiological modeling of invasion in heterogeneous landscapes: spread of sudden oak death in California (1990–2030). Ecosphere, 2011, 2(2): 1-24.

[29]

Metz M, Varner JM, Simler A, Frangioso K, Rizzo D. Implications of sudden oak death for wildland fire management. For Phytophthoras, 2017, 7(1): 30-44.

[30]

Monahan WB, Koenig WD. Estimating the potential effects of sudden oak death on oak-dependent birds. Biol Conserv, 2006, 127(2): 146-157.

[31]

Padalia H, Srivastava V, Kushwaha SPS. Modeling potential invasion range of alien invasive species, Hyptis suaveolens (L.) Poit. in India: comparison of MaxEnt and GARP. Ecol Inf, 2014, 22: 36-43.

[32]

Popa F, Rexer KH, Donges K, Yang ZL, Kost G. Three new Laccaria species from Southwest China (Yunnan). Mycol Prog, 2014, 13(4): 1105-1117.

[33]

Rizzo DM, Garbelotto M. Sudden Oak death: endangering California and Oregon forest ecosystems. Front Ecol Environ, 2003, 1(4): 197-204.

[34]

Rizzo DM, Garbelotto M, Davidson J, Slaughter G, Koike S. Phytophthora ramorum as the cause of extensive mortality of Quercus spp. and Lithocarpus densiflorus in California. Plant Dis, 2002, 86(3): 205-214.

[35]

Shao LN, Zhao WX, Huai WX, Yao YX. Prediction of sudden oak death infected by Phytophthora ramorum in its distributive regions of China. Sci Silvae Sin, 2008, 44(6): 85-90.

[36]

Takahashi K, Takahashi H. Effects of climatic conditions on tree-ring widths of three deciduous broad-leaved tree species at their northern distribution limit in Mont St. Hilaire, eastern Canada. J For Res, 2016, 21(4): 178-184.

[37]

Tooley PW, Browning M. The effect of exposure to decreasing relative humidity on the viability of Phytophthora ramorum sporangia. J Phytopathol, 2016, 164(11–12): 874-881.

[38]

Tooley PW, Browning M, Leighty RM. The effect of temperature on germination of chlamydospores of Phytophthora ramorum. Mycologia, 2014, 106(3): 424-430.

[39]

Václavík T, Kanaskie A, Hansen EM, Ohmann JL, Meentemeyer RK. Predicting potential and actual distribution of sudden oak death in Oregon: prioritizing landscape contexts for early detection and eradication of disease outbreaks. For Ecol Manag, 2010, 260(6): 1026-1035.

[40]

Valachovic Y, Twieg B, Lee C, Cobb R, Stark D. Forest stand conditions after Phytophthora ramorum management in northern California: post-treatment observations inform future responses. For Phytophthoras, 2017, 7(1): 54-66.

[41]

Vettraino AM, Brasier CM, Brown AV, Vannini A. Phytophthora himalsilva sp. nov. an unusually phenotypically variable species from a remote forest in Nepal. Fungal Biol, 2011, 115(3): 275-287.

[42]

Zhang CQ, Huang CL, Huang JY, Wang LJ, Zhang JL, Sun WB, Ma YP. Investigation of germplasm resources of the genus Rhododendron in Baili Nature Reserve in Guizhou. Plant Divers Resour, 2015, 37(3): 357-364.

AI Summary AI Mindmap
PDF

148

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/