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Land use intensification in the humid tropics increased both alpha and beta diversity of soil bacteria

Journal Article · · Ecology
DOI:https://doi.org/10.1002/ecy.1513· OSTI ID:1533159
 [1];  [2];  [3];  [4];  [5];  [6];  [5]
  1. Universidade Federal de Lavras (Brazil); Lancaster Univ., Bailrigg (United Kingdom); DOE/OSTI
  2. Embrapa Agrobiologia (Brazil)
  3. Lancaster Univ., Bailrigg (United Kingdom); Museu Paraense Emilio Goeldi, Avenida Magalhães Barata (Brazil)
  4. Stockholm Environment Institute (Sweden)
  5. Universidade Federal de Lavras (Brazil)
  6. Michigan State Univ., East Lansing, MI (United States)
Anthropogenic pressures on tropical forests are rapidly intensifying, but our understanding of their implications for biological diversity is still very limited, especially with regard to soil biota, and in particular soil bacterial communities. Here we evaluated bacterial community composition and diversity across a gradient of land use intensity in the eastern Amazon from undisturbed primary forest, through primary forests varyingly disturbed by fire, regenerating secondary forest, pasture, and mechanized agriculture. Soil bacteria were assessed by paired-end Illumina sequencing of 16S rRNA gene fragments (V4 region). The resulting sequences were clustered into operational taxonomic units (OTU) at a 97% similarity threshold. Land use intensification increased the observed bacterial diversity (both OTU richness and community heterogeneity across space) and this effect was strongly associated with changes in soil pH. Moreover, land use intensification and subsequent changes in soil fertility, especially pH, altered the bacterial community composition, with pastures and areas of mechanized agriculture displaying the most contrasting communities in relation to undisturbed primary forest. Together, these results indicate that tropical forest conversion impacts soil bacteria not through loss of diversity, as previously thought, but mainly by imposing marked shifts on bacterial community composition, with unknown yet potentially important implications for ecological functions and services performed by these communities.
Research Organization:
Michigan State Univ., East Lansing, MI (United States); Univ. of Wisconsin, Madison, WI (United States)
Sponsoring Organization:
USDOE; USDOE Office of Science (SC)
Grant/Contract Number:
FC02-07ER64494; FG02-99ER62848
OSTI ID:
1533159
Alternate ID(s):
OSTI ID: 1401219
Journal Information:
Ecology, Journal Name: Ecology Journal Issue: 10 Vol. 97; ISSN 0012-9658
Publisher:
Ecological Society of America (ESA)Copyright Statement
Country of Publication:
United States
Language:
English

References (71)

Soil Attributes After the Conversion from Forest to Pasture in Amazon journal February 2011
Mixed effects models and extensions in ecology with R book January 2009
Mixed-Effects Models in Sand S-PLUS book January 2000
Functional Groups of Metazoan Parasites of the Dusky Flounder (Syacium papillosum) as Bioindicators of Environmental Health of the Yucatan Shelf journal April 2021
Response of Microbial Community Composition and Function to Soil Climate Change journal October 2006
Vegetation Affects the Relative Abundances of Dominant Soil Bacterial Taxa and Soil Respiration Rates in an Upland Grassland Soil journal August 2009
Tropical Soil Bacterial Communities in Malaysia: pH Dominates in the Equatorial Tropics Too journal February 2012
Soil-Borne Microbiome: Linking Diversity to Function journal January 2015
Ecologically meaningful transformations for ordination of species data journal October 2001
Effect of wood ash application on soil pH and soil test nutrient levels journal October 1990
Land use effects on soil quality in a tropical forest ecosystem of Bangladesh journal June 2000
Functional aspects of soil animal diversity in agricultural grasslands journal November 1998
Differentiation in the fertility of Inceptisols as related to land use in the upper Solimões river region, western Amazon journal December 2009
Fungal/bacterial ratios in grasslands with contrasting nitrogen management journal August 2006
Microbial communities and their relevance for ecosystem models: Decomposition as a case study journal April 2010
Biodiversity enhances ecosystem reliability journal December 1997
A comprehensive survey of soil acidobacterial diversity using pyrosequencing and clone library analyses journal January 2009
Changes in land use alter the structure of bacterial communities in Western Amazon soils journal May 2009
Soil bacterial and fungal communities across a pH gradient in an arable soil journal May 2010
Ultra-high-throughput microbial community analysis on the Illumina HiSeq and MiSeq platforms journal March 2012
Primary forests are irreplaceable for sustaining tropical biodiversity journal September 2011
Belowground biodiversity and ecosystem functioning journal November 2014
UPARSE: highly accurate OTU sequences from microbial amplicon reads journal August 2013
Species Redundancy and Ecosystem Reliability journal February 1998
The diversity and biogeography of soil bacterial communities journal January 2006
Conversion of the Amazon rainforest to agriculture results in biotic homogenization of soil bacterial communities journal December 2012
Biodiversity and ecosystem productivity in a fluctuating environment: The insurance hypothesis journal February 1999
Evaluation and optimization of nucleic acid extraction methods for the molecular analysis of bacterial communities associated with corroded carbon steel journal April 2012
Fire-mediated dieback and compositional cascade in an Amazonian forest journal February 2008
A social and ecological assessment of tropical land uses at multiple scales: the Sustainable Amazon Network journal June 2013
A social and ecological assessment of tropical land uses at multiple scales: the Sustainable Amazon Network journal August 2013
Plant β-diversity in fragmented rain forests: testing floristic homogenization and differentiation hypotheses journal October 2013
Acidobacterial community responses to agricultural management of soybean in Amazon forest soils journal October 2012
Beta diversity as the variance of community data: dissimilarity coefficients and partitioning journal July 2013
Plant diversity predicts beta but not alpha diversity of soil microbes across grasslands worldwide journal November 2014
How pervasive is biotic homogenization in human-modified tropical forest landscapes? journal August 2015
A large-scale field assessment of carbon stocks in human-modified tropical forests journal May 2014
Long-term impacts of anthropogenic perturbations on dynamics and speciation of organic carbon in tropical forest and subtropical grassland ecosystems journal February 2007
The influence of biotic interactions on soil biodiversity journal July 2006
Ironing out the wrinkles in the rare biosphere through improved OTU clustering: Ironing out the wrinkles in the rare biosphere journal March 2010
Belowground carbon allocation by trees drives seasonal patterns of extracellular enzyme activities by altering microbial community composition in a beech forest soil journal June 2010
Species Redundancy and Ecosystem Reliability journal February 1998
Scale dependency of processes structuring metacommunities of cladocerans in temporary pools of High-Andes wetlands journal August 2010
Entropy and diversity journal May 2006
Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing journal January 1995
Ecosystem Properties and Forest Decline in Contrasting Long-Term Chronosequences journal July 2004
Naive Bayesian Classifier for Rapid Assignment of rRNA Sequences into the New Bacterial Taxonomy journal June 2007
Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale journal June 2009
Impact of Logging and Forest Conversion to Oil Palm Plantations on Soil Bacterial Communities in Borneo journal September 2013
Contrasting Soil pH Effects on Fungal and Bacterial Growth Suggest Functional Redundancy in Carbon Mineralization journal January 2009
Tropical Forests in the Anthropocene journal October 2014
Unifying the analysis of high-throughput sequencing datasets: characterizing RNA-seq, 16S rRNA gene sequencing and selective growth experiments by compositional data analysis journal January 2014
Succession of endophytic fungi and arbuscular mycorrhizal fungi associated with the growth of plant and their correlation with secondary metabolites in the roots of plants journal April 2021
Extensive Management Promotes Plant and Microbial Nitrogen Retention in Temperate Grassland journal December 2012
Fitting Linear Mixed-Effects Models Using lme4 journal January 2015
Toward an Ecological Classification of soil Bacteria journal June 2007
Partitioning Diversity into Independent Alpha and beta Components journal October 2007
Forward Selection of Explanatory Variables journal September 2008
Rarefaction and extrapolation with Hill numbers: a framework for sampling and estimation in species diversity studies journal February 2014
Soil Fertility Dynamics after Clearing a Tropical Rainforest in Peru1 journal January 1983
Evolution and Measurement of Species Diversity journal May 1972
Diversity and Evenness: A Unifying Notation and Its Consequences journal March 1973
Species Loss in Fragments of Tropical Rain Forest: A Review of the Evidence journal April 1996
Plant soil interactions alter carbon cycling in an upland grassland soil journal January 2013
Fitting Linear Mixed-Effects Models Using lme4 text January 2015
Soil microbial response to wood ash or lime applied to annual crops and perennial grass in an acid soil of northwestern Alberta journal May 2009
Fitting Linear Mixed-Effects Models using lme4 preprint January 2014
Soils of Amazonia with particular reference to the RAINFOR sites journal January 2011
Basin-wide variations in Amazon forest structure and function are mediated by both soils and climate journal January 2012
Soils of amazonia with particular reference to the rainfor sites journal January 2009
Basin-wide variations in Amazon forest structure and function are mediated by both soils and climate text January 2012

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