Mathematical modeling of PGPR inoculation into the rhizosphere

被引:69
作者
Strigul, Nikolay S. [1 ]
Kravchenko, Lev V.
机构
[1] Princeton Univ, Dept Ecol & Evolutionary Biol, Princeton, NJ 08544 USA
[2] All Russia Res Inst Agr Microbiol, St Petersburg 196608, Russia
基金
俄罗斯基础研究基金会;
关键词
PGPR inoculation; microbial interactions; RGPR survival; rhizosphere model;
D O I
10.1016/j.envsoft.2005.06.003
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
One of the main problems when introducing beneficial microbes to the plant rhizosphere is that the plant growth promoting rhizobacteria (PGPR) do not survive or do not execute their specific function. The goal of our research was to evaluate microbial inoculant survival in rhizospheres, using mathematical modeling and computer-based simulations. We tested several abiotic factors effects on PGPR survival: the availability of soluble organic compounds and molecular oxygen, and the concentration of mineral nitrogen in soil. The principal biotic factors considered were the direct and indirect interactions between PGPR and resident microorganisms, protozoan predation, and bacterial parasitism. A model system of four non-linear ordinary differential equations was developed to simulate the growth of PGPR populations in the rhizosphere. Simulation results indicated that the competition for limiting resources between the introduced population and the resident microorganisms was the most important factor determining PGPR survival. The most effective PGPR inoculation was expected in organic and mineral poor soils or stressed soils, when development of the resident microflora was inhibited. Another important factor for PGPR survival was compatibility between the composition of the host plant root exudates, and ability of the PGPR to utilize those compounds. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1158 / 1171
页数:14
相关论文
共 58 条
[1]   Seasonal population dynamics and interactions of competing bacteriophages and their host in the rhizosphere [J].
Ashelford, KE ;
Norris, SJ ;
Fry, JC ;
Bailey, MJ ;
Day, MJ .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2000, 66 (10) :4193-4199
[2]   SURVIVAL OF AZOSPIRILLUM-BRASILENSE IN THE BULK SOIL AND RHIZOSPHERE OF 23 SOIL TYPES [J].
BASHAN, Y ;
PUENTE, ME ;
RODRIGUEZMENDOZA, MN ;
TOLEDO, G ;
HOLGUIN, G ;
FERRERACERRATO, R ;
PEDRIN, S .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 1995, 61 (05) :1938-1945
[3]   Effect of calcium carbonate, sand, and organic matter revels on mortality of five species of Azospirillum in natural and artificial bulk soils [J].
Bashan, Y ;
Vazquez, P .
BIOLOGY AND FERTILITY OF SOILS, 2000, 30 (5-6) :450-459
[4]   Cadmium-tolerant plant growth-promoting bacteria associated with the roots of Indian mustard (Brassica juncea L. Czern.) [J].
Belimov, AA ;
Hontzeas, N ;
Safronova, VI ;
Demchinskaya, SV ;
Piluzza, G ;
Bullitta, S ;
Glick, BR .
SOIL BIOLOGY & BIOCHEMISTRY, 2005, 37 (02) :241-250
[5]   Employment of rhizobacteria for the inoculation of barley plants cultivated in soil contaminated with lead and cadmium [J].
Belimov, AA ;
Kunakova, AM ;
Safronova, VI ;
Stepanok, VV ;
Yudkin, LY ;
Alekseev, YV ;
Kozhemyakov, AP .
MICROBIOLOGY, 2004, 73 (01) :99-106
[6]   Maintenance and impacts of an inoculated mer/luc-tagged Pseudomonas fluorescens on microbial communities in birch rhizospheres developed on humus and peat [J].
Björklöf, K ;
Sen, R ;
Jorgensen, KS .
MICROBIAL ECOLOGY, 2003, 45 (01) :39-52
[7]   Microbial growth in soil and nitrogen turnover: Model calibration with laboratory data [J].
Blagodatsky, SA ;
Yevdokimov, IV ;
Larionova, AA ;
Richter, J .
SOIL BIOLOGY & BIOCHEMISTRY, 1998, 30 (13) :1757-1764
[8]   Effect of introduced Pseudomonas fluorescens strains on soil nematode and protozoan populations in the rhizosphere of wheat and pea [J].
Brimecombe, MJ ;
De Leij, FAAM ;
Lynch, JM .
MICROBIAL ECOLOGY, 1999, 38 (04) :387-397
[9]   Soil fauna, guilds, functional groups and ecosystem processes [J].
Brussaard, L .
APPLIED SOIL ECOLOGY, 1998, 9 (1-3) :123-135
[10]   RELATIONSHIP BETWEEN ROOT COLONIZATION AND SUPPRESSION OF GAEUMANNOMYCES-GRAMINIS VAR TRITICI BY PSEUDOMONAS-FLUORESCENS STRAIN 2-79 [J].
BULL, CT ;
WELLER, DM ;
THOMASHOW, LS .
PHYTOPATHOLOGY, 1991, 81 (09) :954-959