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Exploring Phytobiome Systems: From 
Microbiomes to Next Generation 
Precision Agriculture
Kellye Eversole
Exec. Director, International Alliance for Phytobiomes Research
President, Eversole Associates
Global Biocontrol & Biostimulants Congress 2016
Philadelphia, Pennsylvania
13 September 2016
Sustainably provide sufficient quantity of high quality food, feed, and fiber
A New Paradigm is Needed
Doubling global crop production by 2050 will 
require ~2.4% increase per year in yields
Another Approach  is Needed
• Reductionist approach to biology and 
agricultural science
• World is linear – understanding parts 
individually
• Reliance on partial knowledge ‐genetics or 
environmental factors, soil or plant, plant or 
microbe, microbe or community
• Reality ‐ Complex, non‐linear organization and 
regulation of biological systems 
• New Paradigm ‐ Phytobiomes
Micro‐ and Macroorganisms
Viruses
Archaea
Bacteria
Amoeba
Oomycetes
Algae
Fungi
Nematodes
Arthropods, Other 
Animals and Plants
Insects
Arachnids
Myriapods
Worms
Birds
Rodents
Ruminants
Weeds
Plants
Their 
environment
All of their 
associated organisms
Climate
Soils
What Are Phytobiomes?
Phytobiomes vs Plant Systems
• Plant systems focus on a specific, defined 
plant (e.g., maize) and interactions of that 
plant with other components
• Phytobiomes focus on a plant ecosystem 
that may involve any number of different 
types of plants, organisms, and physical  
components.  
– Interactions of all these components will be used to 
identify the best crop/variety/management 
practices… for a given site and a given period
• ‘Omics‐enabling technologies
– high‐throughput sequencing 
– computational biology & modeling
• Systems‐level approaches
• Advances in computational science
– Quantum computing
– Machine learning 
– Analytics
– Predictive analytics
• Precision Agriculture
– Variable rate seeding & input
– UAVs
– Soil & weather sensors
Why Now?
Achieve sustainable crop 
productivity through a 
systems‐level understanding 
of diverse interacting 
components
A new vision for agriculture:
How Do We Get There:  Phytobiomes Roadmap for 
Research and Translation
www.phytobiomes.org
Developing a foundation of knowledge for:
 how phytobiome components influence or are influenced 
by plants or the plant environment – in context!
 how that information can be used to improve crop 
productivity, quality, nutrition, safety, and security
 Includes knowledge and technology gaps
Roadmap:  Interdisciplinary, systems‐level approaches
What genetic linkages connect phytobiome components?
 Can we breed plants that select for beneficial communities?
What constitutes a “healthy phytobiome”?
 Develop biologicals and predictors of crop and soil
health
What are the mechanisms by which specific management
practices promote ecosystem health?
Can we exploit predictive and prescriptive analytics to
design site-specific solutions to environmental challenges?
 Can we incorporate biological information into
precision agriculture technologies?
 Design novel or improved management practices
Outcomes of this new vision for
agriculture
 Effective rehabilitation of
degraded and depleted
lands worldwide
Source: UNEP
*1.5 billion people depend
on degraded lands for
survival!
Soil Degradation
Very degraded soil
Degraded soil
Stable soil
Without vegetation
Managed or engineered phytobiomes that promote:
Outcomes of this new vision for
agriculture
 Increased resilience of our cropping systems
to pests, pathogens, water and nutrient
limitation
 Pest control practices that are best suited for
sustainable productivity
 Full integration of biologicals into site-
specific crop management (precision
agriculture)
Managed or engineered phytobiomes that promote:
 Adaptive, data-driven, on-farm
systems for managing phytobiomes
for optimal productivity
 Increased profitability of sustainable
food production to enable growers
to meet demand
Outcomes of this new vision for
agriculture
www.linkedin.com/pulse/foreign-affairs-
precision-agriculture-revolution-ulrich-
adam
Audiencescap
es
International Alliance for Phytobiomes
Research, Inc.
• A nonprofit, public‐private organization
• Mission ‐‐ to establish a science and 
technology foundation for phytobiome‐
based, site‐specific enhancement of the 
sustainable production of food, feed, and 
fiber
www.phytobiomesalliance.org
Phytobiomes Alliance Sponsors
• Identify research & technology gaps and 
coordinate projects to address those gaps
• Establish national, international, and multi‐
national public‐private projects and networks
• Coordinate and collaborate with existing initiatives 
internationally, e.g., soil health
• Establish standard protocols, reference collections, 
and reporting standards
Phytobiomes Alliance: Activities 
Scientific Coordinating Committee (project leaders and financial 
sponsors): Establish scientific strategy, coordinate projects, 
establish working groups, … 
General Members:  anyone with an interest in phytobiomes research
• Alliance‐NIST (National Institute for Standards 
& Technology) Workshop on Standards for 
Phytobiomes, 12 August 2016 
– sample collection (how to avoid under‐ and over‐
sampling in the field)
– sample storage
– development of reference communities
– minimizing plant macromolecule interference in 
microbiome/mycobiome/virome characterization
– reference datasets for analytical tool development
Standards
Result:  Phytobiome Enabled‐Next Generation Precision 
Agriculture
Join Us!
Kellye Eversole
eversole@eversoleassociates.com
+1.202.352.4210
www.phytobiomesalliance.org
www.eversoleassociates.com

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