The document provides an overview of ArborGen, a global leader in tree improvement and seedling production. It discusses ArborGen's operations worldwide and its major repository of pine germplasm and technology built from over 100 years of tree improvement research. The document also looks ahead to the next 70 years, highlighting how genetics will be at the forefront of driving increases in forestry productivity through the use of mass controlled pollination and varietals.
This presentation is about why work/culture or organisation culture is important. It talks indirectly about how organisational profit are dependent on the various factors of human behaviour and one needs to keep one self updated with gen x & Y and time
This presentation is about why work/culture or organisation culture is important. It talks indirectly about how organisational profit are dependent on the various factors of human behaviour and one needs to keep one self updated with gen x & Y and time
In-silico study of ToxCast GPCR assays by quantitative structure-activity rel...Kamel Mansouri
The EPA tested several thousand chemicals in 700 toxicity-related in-vitro HTS bioassays through the ToxCast and Tox21 projects. However, the chemical space of interest for environmental exposure is much wider than this set of chemicals. Thus, there is a need to fill data gaps with in-silico methods, and quantitative structure-activity relationships (QSARs) are a cost effective approach to predict biological activity. The overall goal of this project was to use QSAR predictions to fill the data gaps in a larger environmental database of ~30K structures. The specific aim of the current work was to build QSAR models for multiple ToxCast assays using a subset of 1800 chemicals tested in 18 G-Protein Coupled Receptor (GPCR) assays. These assays are part of the aminergic category which was among the most active within the biochemical assays. Using PLSDA for the human histamine H1 GPCR assay, the classification accuracy reached 94% with a non-error rate of 89% in fitting and 80% in 5-fold CV, with only 2 latent variables. These results demonstrate the ability of QSAR models to predict bioactivity.
Not Dead Yet: Designing Great Experiences with Bad DataSonia Koesterer
By Sonia Koesterer
The world is imperfect. Every “happy path” intersects with dozens of crappy paths caused by typos, technical errors, and data that goes missing, is mis-assigned, adulterated, or is otherwise compromised/ stolen by evil data pirates. While you can’t prevent all data fails, you can avoid catastrophic failures, design graceful recoveries, and even turn the weakest points of your service into a strategic advantage. In short, you can create great services despite bad data.
The impact of data failure can be a humorous accident, minor inconvenience, or completely detrimental. For example, each year, the U.S. government falsely declares over 12,000 people dead due mostly to typos. In sheer percentage this is a rarity of a corner case of an edge case… but for those 12,000 individuals who suddenly lose their social security benefits, health insurance, bank accounts, and can’t easily prove they are alive, it’s catastrophic.
So design for the the edge-case! Understand the weakest points of your service, learn from them, and turn your failures into great experiences.
Intro to Biodesign: Working with Living ThingsLeticia Oxley
Introduction to principles of design done with biology. As designer seek new materials, biology may serve as both inspiration and a resource for new material practices. Likewise, as designers imagine new possibilities, designer may speculate where biology may take us with projects that approach design from a critical perspective.
Design is as good (or flawed) as the people who make itKayla J Heffernan
Talk given at UX Australia 2016 held in Melbourne.
ABOUT THE TALK:
No one sets out to intentionally design a system that is hard to use for - or worse, excludes or discriminates against - some users. Designers are trying their best. You're probably a good person, but a human nonetheless, therefore not perfect. Design can only be as good as the people who make it. Conversely, design is as flawed as the people who make it.
ABOUT THE SPEAKER:
Kayla Heffernan is a user and experiencer of products, frustrated with mediocrity and a passionate advocate for the voice of all users. Kayla is a UX designer at SEEK and also undertaking a PhD in Interaction Design looking at digital insertables. In her spare time… she doesn’t have any.
Artificial Intelligence is on the rise. Most of us do not understand the fundamental effects of AI, let alone the brain behind it. Let us build a grassroots movement and fight for transparent AI tech.
SkopjeTechMeetup is an initiative by Tricode for supporting and strengthening the Macedonian IT community. The meetups have the goal of establishing a networking platform for the IT crowd where they can share their know-how, best practices, as well as mutual inspiration.
The 6th STM installment took place at Piazza Liberta, Skopje last Thursday, the 29th of September. This meetup hosted 3 seasoned speakers, each accomplished in their own way.
Here's the presentation of Igor Trajkovski.
In recent years, Deep Learning has become a dominant Machine Learning tool for a wide variety of domains. In this lecture Trajkovski will present one of its biggest successes, Computer Vision, where the performance in problems such object recognition has been improved dramatically.
In-silico study of ToxCast GPCR assays by quantitative structure-activity rel...Kamel Mansouri
The EPA tested several thousand chemicals in 700 toxicity-related in-vitro HTS bioassays through the ToxCast and Tox21 projects. However, the chemical space of interest for environmental exposure is much wider than this set of chemicals. Thus, there is a need to fill data gaps with in-silico methods, and quantitative structure-activity relationships (QSARs) are a cost effective approach to predict biological activity. The overall goal of this project was to use QSAR predictions to fill the data gaps in a larger environmental database of ~30K structures. The specific aim of the current work was to build QSAR models for multiple ToxCast assays using a subset of 1800 chemicals tested in 18 G-Protein Coupled Receptor (GPCR) assays. These assays are part of the aminergic category which was among the most active within the biochemical assays. Using PLSDA for the human histamine H1 GPCR assay, the classification accuracy reached 94% with a non-error rate of 89% in fitting and 80% in 5-fold CV, with only 2 latent variables. These results demonstrate the ability of QSAR models to predict bioactivity.
Not Dead Yet: Designing Great Experiences with Bad DataSonia Koesterer
By Sonia Koesterer
The world is imperfect. Every “happy path” intersects with dozens of crappy paths caused by typos, technical errors, and data that goes missing, is mis-assigned, adulterated, or is otherwise compromised/ stolen by evil data pirates. While you can’t prevent all data fails, you can avoid catastrophic failures, design graceful recoveries, and even turn the weakest points of your service into a strategic advantage. In short, you can create great services despite bad data.
The impact of data failure can be a humorous accident, minor inconvenience, or completely detrimental. For example, each year, the U.S. government falsely declares over 12,000 people dead due mostly to typos. In sheer percentage this is a rarity of a corner case of an edge case… but for those 12,000 individuals who suddenly lose their social security benefits, health insurance, bank accounts, and can’t easily prove they are alive, it’s catastrophic.
So design for the the edge-case! Understand the weakest points of your service, learn from them, and turn your failures into great experiences.
Intro to Biodesign: Working with Living ThingsLeticia Oxley
Introduction to principles of design done with biology. As designer seek new materials, biology may serve as both inspiration and a resource for new material practices. Likewise, as designers imagine new possibilities, designer may speculate where biology may take us with projects that approach design from a critical perspective.
Design is as good (or flawed) as the people who make itKayla J Heffernan
Talk given at UX Australia 2016 held in Melbourne.
ABOUT THE TALK:
No one sets out to intentionally design a system that is hard to use for - or worse, excludes or discriminates against - some users. Designers are trying their best. You're probably a good person, but a human nonetheless, therefore not perfect. Design can only be as good as the people who make it. Conversely, design is as flawed as the people who make it.
ABOUT THE SPEAKER:
Kayla Heffernan is a user and experiencer of products, frustrated with mediocrity and a passionate advocate for the voice of all users. Kayla is a UX designer at SEEK and also undertaking a PhD in Interaction Design looking at digital insertables. In her spare time… she doesn’t have any.
Artificial Intelligence is on the rise. Most of us do not understand the fundamental effects of AI, let alone the brain behind it. Let us build a grassroots movement and fight for transparent AI tech.
SkopjeTechMeetup is an initiative by Tricode for supporting and strengthening the Macedonian IT community. The meetups have the goal of establishing a networking platform for the IT crowd where they can share their know-how, best practices, as well as mutual inspiration.
The 6th STM installment took place at Piazza Liberta, Skopje last Thursday, the 29th of September. This meetup hosted 3 seasoned speakers, each accomplished in their own way.
Here's the presentation of Igor Trajkovski.
In recent years, Deep Learning has become a dominant Machine Learning tool for a wide variety of domains. In this lecture Trajkovski will present one of its biggest successes, Computer Vision, where the performance in problems such object recognition has been improved dramatically.
Willie Nelson Net Worth: A Journey Through Music, Movies, and Business Venturesgreendigital
Willie Nelson is a name that resonates within the world of music and entertainment. Known for his unique voice, and masterful guitar skills. and an extraordinary career spanning several decades. Nelson has become a legend in the country music scene. But, his influence extends far beyond the realm of music. with ventures in acting, writing, activism, and business. This comprehensive article delves into Willie Nelson net worth. exploring the various facets of his career that have contributed to his large fortune.
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Introduction
Willie Nelson net worth is a testament to his enduring influence and success in many fields. Born on April 29, 1933, in Abbott, Texas. Nelson's journey from a humble beginning to becoming one of the most iconic figures in American music is nothing short of inspirational. His net worth, which estimated to be around $25 million as of 2024. reflects a career that is as diverse as it is prolific.
Early Life and Musical Beginnings
Humble Origins
Willie Hugh Nelson was born during the Great Depression. a time of significant economic hardship in the United States. Raised by his grandparents. Nelson found solace and inspiration in music from an early age. His grandmother taught him to play the guitar. setting the stage for what would become an illustrious career.
First Steps in Music
Nelson's initial foray into the music industry was fraught with challenges. He moved to Nashville, Tennessee, to pursue his dreams, but success did not come . Working as a songwriter, Nelson penned hits for other artists. which helped him gain a foothold in the competitive music scene. His songwriting skills contributed to his early earnings. laying the foundation for his net worth.
Rise to Stardom
Breakthrough Albums
The 1970s marked a turning point in Willie Nelson's career. His albums "Shotgun Willie" (1973), "Red Headed Stranger" (1975). and "Stardust" (1978) received critical acclaim and commercial success. These albums not only solidified his position in the country music genre. but also introduced his music to a broader audience. The success of these albums played a crucial role in boosting Willie Nelson net worth.
Iconic Songs
Willie Nelson net worth is also attributed to his extensive catalog of hit songs. Tracks like "Blue Eyes Crying in the Rain," "On the Road Again," and "Always on My Mind" have become timeless classics. These songs have not only earned Nelson large royalties but have also ensured his continued relevance in the music industry.
Acting and Film Career
Hollywood Ventures
In addition to his music career, Willie Nelson has also made a mark in Hollywood. His distinctive personality and on-screen presence have landed him roles in several films and television shows. Notable appearances include roles in "The Electric Horseman" (1979), "Honeysuckle Rose" (1980), and "Barbarosa" (1982). These acting gigs have added a significant amount to Willie Nelson net worth.
Television Appearances
Nelson's char
"Understanding the Carbon Cycle: Processes, Human Impacts, and Strategies for...MMariSelvam4
The carbon cycle is a critical component of Earth's environmental system, governing the movement and transformation of carbon through various reservoirs, including the atmosphere, oceans, soil, and living organisms. This complex cycle involves several key processes such as photosynthesis, respiration, decomposition, and carbon sequestration, each contributing to the regulation of carbon levels on the planet.
Human activities, particularly fossil fuel combustion and deforestation, have significantly altered the natural carbon cycle, leading to increased atmospheric carbon dioxide concentrations and driving climate change. Understanding the intricacies of the carbon cycle is essential for assessing the impacts of these changes and developing effective mitigation strategies.
By studying the carbon cycle, scientists can identify carbon sources and sinks, measure carbon fluxes, and predict future trends. This knowledge is crucial for crafting policies aimed at reducing carbon emissions, enhancing carbon storage, and promoting sustainable practices. The carbon cycle's interplay with climate systems, ecosystems, and human activities underscores its importance in maintaining a stable and healthy planet.
In-depth exploration of the carbon cycle reveals the delicate balance required to sustain life and the urgent need to address anthropogenic influences. Through research, education, and policy, we can work towards restoring equilibrium in the carbon cycle and ensuring a sustainable future for generations to come.
WRI’s brand new “Food Service Playbook for Promoting Sustainable Food Choices” gives food service operators the very latest strategies for creating dining environments that empower consumers to choose sustainable, plant-rich dishes. This research builds off our first guide for food service, now with industry experience and insights from nearly 350 academic trials.
Artificial Reefs by Kuddle Life Foundation - May 2024punit537210
Situated in Pondicherry, India, Kuddle Life Foundation is a charitable, non-profit and non-governmental organization (NGO) dedicated to improving the living standards of coastal communities and simultaneously placing a strong emphasis on the protection of marine ecosystems.
One of the key areas we work in is Artificial Reefs. This presentation captures our journey so far and our learnings. We hope you get as excited about marine conservation and artificial reefs as we are.
Please visit our website: https://kuddlelife.org
Our Instagram channel:
@kuddlelifefoundation
Our Linkedin Page:
https://www.linkedin.com/company/kuddlelifefoundation/
and write to us if you have any questions:
info@kuddlelife.org
Diabetes is a rapidly and serious health problem in Pakistan. This chronic condition is associated with serious long-term complications, including higher risk of heart disease and stroke. Aggressive treatment of hypertension and hyperlipideamia can result in a substantial reduction in cardiovascular events in patients with diabetes 1. Consequently pharmacist-led diabetes cardiovascular risk (DCVR) clinics have been established in both primary and secondary care sites in NHS Lothian during the past five years. An audit of the pharmaceutical care delivery at the clinics was conducted in order to evaluate practice and to standardize the pharmacists’ documentation of outcomes. Pharmaceutical care issues (PCI) and patient details were collected both prospectively and retrospectively from three DCVR clinics. The PCI`s were categorized according to a triangularised system consisting of multiple categories. These were ‘checks’, ‘changes’ (‘change in drug therapy process’ and ‘change in drug therapy’), ‘drug therapy problems’ and ‘quality assurance descriptors’ (‘timer perspective’ and ‘degree of change’). A verified medication assessment tool (MAT) for patients with chronic cardiovascular disease was applied to the patients from one of the clinics. The tool was used to quantify PCI`s and pharmacist actions that were centered on implementing or enforcing clinical guideline standards. A database was developed to be used as an assessment tool and to standardize the documentation of achievement of outcomes. Feedback on the audit of the pharmaceutical care delivery and the database was received from the DCVR clinic pharmacist at a focus group meeting.
Characterization and the Kinetics of drying at the drying oven and with micro...Open Access Research Paper
The objective of this work is to contribute to valorization de Nephelium lappaceum by the characterization of kinetics of drying of seeds of Nephelium lappaceum. The seeds were dehydrated until a constant mass respectively in a drying oven and a microwawe oven. The temperatures and the powers of drying are respectively: 50, 60 and 70°C and 140, 280 and 420 W. The results show that the curves of drying of seeds of Nephelium lappaceum do not present a phase of constant kinetics. The coefficients of diffusion vary between 2.09.10-8 to 2.98. 10-8m-2/s in the interval of 50°C at 70°C and between 4.83×10-07 at 9.04×10-07 m-8/s for the powers going of 140 W with 420 W the relation between Arrhenius and a value of energy of activation of 16.49 kJ. mol-1 expressed the effect of the temperature on effective diffusivity.
UNDERSTANDING WHAT GREEN WASHING IS!.pdfJulietMogola
Many companies today use green washing to lure the public into thinking they are conserving the environment but in real sense they are doing more harm. There have been such several cases from very big companies here in Kenya and also globally. This ranges from various sectors from manufacturing and goes to consumer products. Educating people on greenwashing will enable people to make better choices based on their analysis and not on what they see on marketing sites.
Natural farming @ Dr. Siddhartha S. Jena.pptxsidjena70
A brief about organic farming/ Natural farming/ Zero budget natural farming/ Subash Palekar Natural farming which keeps us and environment safe and healthy. Next gen Agricultural practices of chemical free farming.
Micro RNA genes and their likely influence in rice (Oryza sativa L.) dynamic ...Open Access Research Paper
Micro RNAs (miRNAs) are small non-coding RNAs molecules having approximately 18-25 nucleotides, they are present in both plants and animals genomes. MiRNAs have diverse spatial expression patterns and regulate various developmental metabolisms, stress responses and other physiological processes. The dynamic gene expression playing major roles in phenotypic differences in organisms are believed to be controlled by miRNAs. Mutations in regions of regulatory factors, such as miRNA genes or transcription factors (TF) necessitated by dynamic environmental factors or pathogen infections, have tremendous effects on structure and expression of genes. The resultant novel gene products presents potential explanations for constant evolving desirable traits that have long been bred using conventional means, biotechnology or genetic engineering. Rice grain quality, yield, disease tolerance, climate-resilience and palatability properties are not exceptional to miRN Asmutations effects. There are new insights courtesy of high-throughput sequencing and improved proteomic techniques that organisms’ complexity and adaptations are highly contributed by miRNAs containing regulatory networks. This article aims to expound on how rice miRNAs could be driving evolution of traits and highlight the latest miRNA research progress. Moreover, the review accentuates miRNAs grey areas to be addressed and gives recommendations for further studies.
3. 3
ArborGen: Global Leader in Tree
Improvement and Seedling Production
ArborGen Confidential
Ridgeville, SC –
Global HQ
Whakatane, NZ –
Australasia HQ
Campinas, SP, BR –
S. America HQ
Americas
• 285MM in Sales
• ~1/3 of SE Pine Market
• 50% of MCP Market
• 100% of Varietal Market
Australasia
• 22MM in Sales
• ~40% of NZ Pine Market
• 20% of Australian Pine
Market
Leading seedling
producer of over 340
million trees per year
Global operations
• Southeastern U.S.
• New Zealand &
Australia
• Brazil
Providing step-changes in
tree productivity
• Faster growth
• Disease resistance
• Improved wood quality
• Biomass production
4. 4
Major repository of advanced commercial
pine germplasm and technology
Built on over 100 years, in the aggregate, of tree improvement research from multiple industry leaders
Further enhanced through ArborGen’s broad and strong development program
Germplasm includes over 50 distinct commercial tree species and hybrids
Catalogued over 13,500 unique varieties for two largest commercial pine species: loblolly and radiata
Hammermill Papers
Federal
Carter Holt
Harvey
CellFor
Champion
Union Camp Fletcher Challenge
6. 6
Fred C. Gragg Arkansas SuperTree Nursery
• First crop of 1980
• Has produced 1.7 billion pine seedlings and 47 million
hardwood seedlings
• Enough for a more than 3.5 million acres of Arkansas forests
• Services the entire industry, from the smallest landowner to
the largest institution
ArborGen Confidential
7. 7
Deforestation
Native forest are being converted
to agricultural and other uses
decreasing wood availability
Consumption
Global population expanding
Increasing consumption in the
developing world
A Growing Wood Supply-Demand Gap is Driving the Need for
Increasingly Productive Plantation Forests
2000 – 6 Billion 2050 – 9 Billion
World Population
18 million acres
Or
AnnualAnnual
GlobalGlobal
DeforestationDeforestation
Forestry genetics will be a key element in addressing this gap
8. 8
Today, forestry is:
• One-third of the United States land – 751 million acres.
• Privately-owned forests supply 91 percent of the wood
harvested in the U.S.
• More than 56 percent of U.S. forests privately owned, much of
it by family forest owners who manage their lands to provide
value to future generations.
• Harder than ever to get good return on forestry assets
ArborGen Confidential
9. 9
70 Years of Pine Yield Drivers
Genetics….The Last Frontier
0
50
100
150
200
250
1940 1950 1960 1970 1980 1990 2000 2010
Establishment period
Volumeatharvest(tons/acre)
Clonal and
biotechnology
Tree improvement
Weed control
Fertilization
Site preparation
Planting
Natural stand
Adapted from Fox, T.R., E.J. Jokela, and H.L. Allen, 2004
10. 10
Genetics is at the Forefront of Driving
Increases in Forestry Productivity
• Loblolly pine product genetics are where the Ag. Industry was some 60 years ago –
for forestry the time between rotations has slowed the advance of new genetics
• MCP and Varietals are here now and will do for pine what hybrids did for corn
ArborGen Confidential
Current stage
of US pine
seedling
market
Double-Cross
Hybrids
Single-Cross
Hybrids
Open-Pollinated
GE
Next stage
of US pine
seedling
market
1875 1900 1925 1950 1975 2000
50
100
0
150
CornYield(bushels/acre)
Open Pollinated
Next Generation
The “Ag-Forestry” Productivity Parallel
11. 11
What will Produce the Highest Return for
Arkansas Landowners Today?
• Improving productivity in planted forests
• Site preparation
• Weed control
• Nutrition
• Improved tree form (STP)
• Improved genetics for plantation forestry
ArborGen Confidential
It is becoming increasingly important to take a
comprehensive, quantitative view of forestry
management practices and decisions.
12. 12
Biologic Returns Driven by Genetics +
Forest Management
ArborGen Confidential
Machine Planting Competing Vegetation Control
13. 13
One Year Old Stand on the Productivity
Launch Pad
• Top Asset Managers Utilize:
• Best genetics
• Site preparation
• Vegetation control
• Fertilization
• Information & decision support technology
ArborGen Confidential
14. 14
Genetics Options for Reforestation Today
• Seed Orchard Mix
• 10 to 20 improved mother trees
• Lowest gain and cost
• Open Pollinated: Half-Sib Families
• Single improved mother tree
• Better gain and slight cost increase
• Mass Controlled Pollination: Full-Sib Families
• Best mother and father trees
• Higher gain and higher cost
• Varietals: Best Single Genotype from the Best Full-Sib
Crosses
• Single genotype
• Highest gain and highest cost
ArborGen Confidential
16. 16
Plantation Forest Management Starts
with Genetics & Nurseries
U.S. South: 1 Billion Southern Yellow Pine Seedlings Per Year
Bareroot Nursery Containerized Nursery
17. 17
Mass Control Pollination (MCP®)
• Similar to Hybrid Corn
• Genetic potential of the pollen parent is added to the genetic
potential of the mother
+
Elite Mother Elite Father
18. 18ArborGen Confidential
-20
0
20
40
60
80
Volume Gain %
0
20
40
60
80
100
Rust Infection Rate
-10
0
10
20
30
40
50
60
Straightness Gain
0
20
40
60
80
100
Fork Rate
AG-89
AG-89 is a powerful parent for MCP production
Selecting Elite Parents for MCP Hybrids
Distribution of Ratings for Coastal Parents
20. 20
Varietals: Production Overview
Produce Plantable
Germinants
Grow Plantable
Germinants into
Miniplugs
Grow Miniplugs into Finished
Seedlings
ArborGen Lab
Ridgeville, SC
Miniplug
Greenhouses
Ridgeville, SC
Process completed in 12 to 18 Months
Bare Root and
Containerized
Nurseries
21. 21
MCP Family
• AGM 22 at Age 16
• Superb Growth
• Excellent Log
Quality
ArborGen Confidential
28. 28
Parameter Q3802 2nd
Gen % Change
STP (%) 100 77 29.9
Crooked (%) 2 14 -12
Forked (%) 2 19 -17
Stem Rust (%) 0 13 -13
Suppressed (%) 0 3 -3
Sawtimber Potential (STP) Age 10
Q3802: 100% of trees can become sawtimber
29. 29
Spatial Distribution of Stem defects
Q3802 and 2nd Gen OP
Deltic Timber Junction City, LA
x 1 1 2 1
1 2 2 1 1
1 1 2 2 x
2 1 2 1 2
1 2 1 1 1
x 2 2 2 1
2 x 2 1 1
2 1 1 1 2
2 1 1 1 2
1 1 2 1 1
x 1 2 3 2
2 3 x 2 x
x x 3 3 2
2 1 2 1 x
3 x 1 1 2
2 2 2 3 1
x 1 3 x x
1 2 x 2 1
4 1 2 1 1
1 2 x 1 1
1=sawtimber tree no defects
2=sawtimber tree with minor defect
3=pulpwood tree major defect
4=small-suppressed pulpwood treeDead tree
Pulpwood tree
Sawtimber tree
Q3802 Check
32. 32
Why this case study is important
ArborGen Confidential
• Age 16: Oldest MCP trial
& with relevant genetics
• Block plots for operational
results
• Operationally thinned
• Early results are predictive of
Age 16
40. 40
MCP® & Varietal Adoption
NCSU MCP Survey: 80 Million MCP/CMP in 2014
Total Adoption: 405 M seedlings on 800,000 acres; 40% is from ArborGen
41. 41
Summary
• Markets are difficult now, but long term trends will improve
forestry economics
• That being said, in an increasingly competitive world,
quantitative, long term thinking and analysis is becoming key
• Technology has already driven large increases in productivity,
genetics is the next major driver
• MCP and varietal products are proven, available and offer
step changes in value to the land owner and industry
ArborGen Confidential
42. 42
Conclusions
• Elite Genetics such as MCP and Varietals are important
timberland investment tools
• Trend in U.S. is MCP and Varietals with 1,000,000 acres
planted
• Age 16 MCP case study validates yield and financial
predictions from young data
• For additional cost of $60 - $80/ac
• 50 – 60% more revenue
• 100 – 150% more BLV
• 14 – 19%IRR
ArborGen Confidential
QUESTIONS?