the digital revolution and its impact on agriculture production … · evolution of sequencing...
TRANSCRIPT
Naturally ahead © Copyright BIOMIN Holding GmbH
The Digital Revolution and Its Impact
on Agriculture Production and Quality
Franz Waxenecker
Biomin
Naturally ahead © Copyright BIOMIN Holding GmbHI 2
DIGITISATION LEVEL PER SECTOR
CLUSTER 1Knowledge-intensive sectors Highly digitised across most dimensions
CLUSTER 6Highly localised and fragmented sectors Lag across most dimensions
Naturally ahead © Copyright BIOMIN Holding GmbHI 5
DAIRY FARM 2.0
Naturally ahead © Copyright BIOMIN Holding GmbHI 7
DAIRY FARM 4.0
https://www.youtube.com/watch?v=W-veyQ4eW1M
Naturally ahead © Copyright BIOMIN Holding GmbH
PRECISION AGRICULTURE IS A FARMING MANAGEMENT CONCEPT
BASED UPON OBSERVING, MEASURING AND RESPONDING
IN CROPS OR ANIMAL REARING.
ADAPTED FROM ZARCO-TEJADA, P., HUBBARD, N., & LOUDJANI, P. (2014). PRECISION AGRICULTURE: AN OPPORTUNITY FOR EU FARMERS—POTENTIAL SUPPORT WITH THE CAP 2014-
2020. JOINT RESEARCH CENTRE (JRC) OF THE EUROPEAN COMMISSION.
PRECISION LIVESTOCK FARMING
Naturally ahead © Copyright BIOMIN Holding GmbHI 9
2 categories:
ATTACHED
NON-ATTACHED
▪ In-line sensors take measurements in a continuous flow of a product from the cow.
▪ On-line sensors automatically take a sample that is analyzed by the sensor.
ENABLING TECHNOLOGIES - SENSORS
WP 1.3THE FARM
Naturally ahead © Copyright BIOMIN Holding GmbH
I
RESEARCH
MARKET PRESENCE
Pilot stage
New to market
Digitalization across all segments:
• Health- and disease control• Lameness
• Mastitis
• Sara
• Performance• Milk yield
• Weight
• Feed intake
• Reproduction
• Comfort
• Individual animal
Naturally ahead © Copyright BIOMIN Holding GmbH
I
Digitalization across all segments:
• Automation• Feed control
• Medication
• Performance: • Body weight
• Sorting
• Individual animal & pen
Naturally ahead © Copyright BIOMIN Holding GmbH
I
Digitalization across all segments:
• Automation• Feed control
• Medication
• Egg collection
• Performance: • Body weight (step-up scale)
• Flock / House
Naturally ahead © Copyright BIOMIN Holding GmbH
Overview of parameters monitored
Fig. Appearance of specified keywords in title, abstract or claims of patents in the same sentence as track* or identif* or monitor* or recogni* or measur* or detect* or observ* or locat* or check* or record* or traffic. A larger font size indicates a larger number of patent families referring to this specified keyword
Keyword #patent families
position 504
location 490
weight 244
health 187
production 129
behavior 120
disease 107
body temperature 87
estrus 75
performance 61
Naturally ahead © Copyright BIOMIN Holding GmbH
Main drivers for digitalization in livestock
• Costs and funding for PLF technologies
• Farm consolidation and specialization
• Availability of skilled / willing workforce
• Education of young IT-acquainted farmers
• Need for transparency and traceability
• Availability of internet in rural areas
Naturally ahead © Copyright BIOMIN Holding GmbH
SCIENTIFIC activity related to use of sensors in animal husbandry/livestock farming
INCREASING NUMBER OF PUBLICATIONS SINCE 2002
LARGEST ACTIVITY RELATED TO SENSORS OCCURS IN DAIRY FARMING
Naturally ahead © Copyright BIOMIN Holding GmbH
SCIENTIFIC activity related to use of sensors in animal husbandry/livestock farming
LARGEST ACTIVITY IN USA, CHINA AND GERMANY
Naturally ahead © Copyright BIOMIN Holding GmbH
Geographical distribution of patent activity related to plf
largest activity in USA, CHINA and the NETHERLANDS.
The country refers to the location of the applicant (not to the place where the patent has been filed)
#Patent families
Steadily increasing patent activity in the last decade
Increasing patent activity in China since 2005
Increasing patent activity in South Korea since 2013
Year
Main driver USA
Long history in Netherlands since 1998
Naturally ahead © Copyright BIOMIN Holding GmbH
…IMPACT ON
AGRICULTURE PRODUCTION
AND QUALITY
Product quality & traceability
Work-Life-Balance
Environment
Animal welfare
Animal health & performanceCompetition and size
Naturally ahead © Copyright BIOMIN Holding GmbH
…IMPACT ON
PRODUCT QUALITY AND
TRACEABILITY
Product quality & traceability
Naturally ahead © Copyright BIOMIN Holding GmbH
E L I S A H P L C L C - M S / M S : S P E C T R U M 3 8 0 ®T L C
T E S T R E P O R T S U R V E Y
Evolution of Mycotoxin Risk Management
Naturally ahead © Copyright BIOMIN Holding GmbH
Mycotoxin Occurrence 2018 total year
Longest running, most comprehensive in the industryMycotoxin Survey
Naturally ahead © Copyright BIOMIN Holding GmbH
E L I S A H P L C L C - M S / M S : S P E C T R U M 3 8 0 ®T L C
P R E D I C T I O NT E S T R E P O R T S U R V E Y
Evolution of Mycotoxin Risk Management
Naturally ahead © Copyright BIOMIN Holding GmbH
Mycotoxin Prediction Tool
• The first global prediction of mycotoxin risk
• For the coming harvest
• Data from >60.000 weather stations
• Corn: Trichothecene, Afla and FUM
Wheat DON
Naturally ahead © Copyright BIOMIN Holding GmbH
Mycotoxin prediction – how the model works
Fungal Growth in KernelsInfection
Harvest
Mycotoxin Production
Plant
Fungus
Mycotoxin
Sowing + Emergence Vegetative Development SILKING
Spore Production and DispersalWinter Carryover
Winter Spring Summer
(heat units)
Temperature
Humidity
Rainfall
Weather icons from shareicon.com: Daniele De Santis, VisualPharm, weather
Naturally ahead © Copyright BIOMIN Holding GmbH
E L I S A H P L C L C - M S / M S : S P E C T R U M 3 8 0 ®T L C
P R E D I C T I O NT E S T R E P O R T S U R V E Y
F U T U R E
MACHINE LEARNING
Evolution of Mycotoxin Risk Management
Naturally ahead © Copyright BIOMIN Holding GmbH
…IMPACT ON
AGRICULTURE PRODUCTION
AND QUALITY
Animal health & performance
Naturally ahead © Copyright BIOMIN Holding GmbH
Omics technologies & costs
http://de.slideshare.net/shitalpal3/human-genome-project-41108918
National Human Genome Research Institute (NHGRI)
E VO LU T I O N O F S EQ U E N C I N G T EC H N O LO G I ES
ABI commercializes first automated DNA sequencer
Low hanging fruit: cystic fibrosis
mutation identified
Affe launches Gene Expression microarrays First microarray
publication on Arabidopsis
Rise of Genbank databases from DNA sequencing
3700 DNA Analyzer in Human Genome Project: DNA sequencing goes industrial
Human Genome Project & Celera Genomics completes first draft genome
Hapmap project
launched
ILMN launches gene expression arrays
Hapmap 1st
phase data release
Affy & ILMN both launched 100K genotyping arrays
Rise of Genome Wide Association Studies (GWAS)
ILMN bought Solexa, launches GA
Roche GS FLX launched
ABI SOLiD 1.0 launched
The sequencing shake up!
SOLiD 3.0: 100GB out of the box!
ILMN HiSeq 2000 launched
Nanopore DNA sequencing
1981 1986 1989 1991 1994 1998 2000 2002 2003 2005 2006 2007 2008 2009 2010 in the future
Source: http://2016.igem.org/Team:UESTC-software/Description
Naturally ahead © Copyright BIOMIN Holding GmbH
OMICs-Technologies at BIOMIN Research Center
“-omics” and “meta-omics”
We study the expression of all genes in the GIT of the chicken – “transcriptomics”
We identify the genome of all microbes present in the GIT of the chicken – “metagenomics”
We study the metabolome (all metabolites) present either in the GIT and in the blood and organs of the chicken – ”metabolomics”
Naturally ahead © Copyright BIOMIN Holding GmbH
CAN digitalization
• ASSERVA Pig weighing, feed
intake and water intake
• Installed
• First trial undertaken – results
pending
Naturally ahead © Copyright BIOMIN Holding GmbHNaturally ahead © Copyright BIOMIN Holding GmbH
Carcass Scan
CT Scan procedure
Naturally ahead © Copyright BIOMIN Holding GmbH
Lean Animal (Female)Lean scan: Fat scan = 69.96 : 15.61
Fat animal (Male)Lean scan: Fat scan = 55.03 : 30.32
CT Scan Videos Lean (left), higher fat (right)
(Fat is colored yellow)
Naturally ahead © Copyright BIOMIN Holding GmbHI 52
TO SUMMARIZE...
• Digitalization takes place in livestock – but
it`s less spectacular.
• China, US and EU are leading regions
• Cows > Swine > Poultry
• Many technologies still under development
Naturally ahead © Copyright BIOMIN Holding GmbH
AUTOMATION DIGITALIZATION