SlideShare a Scribd company logo
Forest inventory and analysis:
Northern research station measurement error
Alex Young, Gretchen Dillon, Ruth Yanai
Yanai et al. 2018 Ecosystems
Calculating measurement error
Calculating measurement error
Can we explain any pattern in tree diameter errors?
Production crews
are penalized for
being more than
one class off
Implications for Making Improvements
• There may be bias in tree grade due to the penalty for observations
more than one “class” off.
• We have shown measurement error magnitude, but the most
uncertain measurements may not be the most important.
•To see which measurements are most important to improve, we will
propagate these errors in calculations of FIA data products (e.g.
timber volume, C storage)
Visit our website:
www.quantifyinguncertainty.org
Download papers and presentations
Share sample code
Stay updated with QUEST News
Join our mailing list
(quantifyinguncertainty@gmail.com)
Send papers for bibliographies, write papers for
our Special Feature in Ecosphere
Follow us on Twitter @QUEST_RCN
Join QUEST!

More Related Content

More from melnhe

N-P co-limitation in young northern hardwood forest. Tim Fahey
N-P co-limitation in young northern hardwood forest. Tim FaheyN-P co-limitation in young northern hardwood forest. Tim Fahey
N-P co-limitation in young northern hardwood forest. Tim Fahey
melnhe
 
Fine dining: root morphology, mycorrhizal colonization, and nutrient amendmen...
Fine dining: root morphology, mycorrhizal colonization, and nutrient amendmen...Fine dining: root morphology, mycorrhizal colonization, and nutrient amendmen...
Fine dining: root morphology, mycorrhizal colonization, and nutrient amendmen...
melnhe
 
Could co-limitation be caused by different nutrients limiting shoots and root...
Could co-limitation be caused by different nutrients limiting shoots and root...Could co-limitation be caused by different nutrients limiting shoots and root...
Could co-limitation be caused by different nutrients limiting shoots and root...
melnhe
 
Sugar maple leaf characteristics vary with depth in the crown and nutrient ad...
Sugar maple leaf characteristics vary with depth in the crown and nutrient ad...Sugar maple leaf characteristics vary with depth in the crown and nutrient ad...
Sugar maple leaf characteristics vary with depth in the crown and nutrient ad...
melnhe
 
The timing of senescence affects foliar p resorption dan hong
The timing of senescence affects foliar p resorption   dan hongThe timing of senescence affects foliar p resorption   dan hong
The timing of senescence affects foliar p resorption dan hong
melnhe
 
Space wars the fight for light in the stands of bartlett sarah congress
Space wars  the fight for light in the stands of bartlett   sarah congressSpace wars  the fight for light in the stands of bartlett   sarah congress
Space wars the fight for light in the stands of bartlett sarah congress
melnhe
 
Having a stake in nutrient cycling effects of n and p addition on wood decay...
Having a stake in nutrient cycling  effects of n and p addition on wood decay...Having a stake in nutrient cycling  effects of n and p addition on wood decay...
Having a stake in nutrient cycling effects of n and p addition on wood decay...
melnhe
 
Fruiting response of ectomycorrhizal fungi to nutrient additions claudia vi...
Fruiting response of ectomycorrhizal fungi to nutrient additions   claudia vi...Fruiting response of ectomycorrhizal fungi to nutrient additions   claudia vi...
Fruiting response of ectomycorrhizal fungi to nutrient additions claudia vi...
melnhe
 
Does the fate of n depend on p availability in soil - samuel butler
Does the fate of n depend on p availability in soil   - samuel butlerDoes the fate of n depend on p availability in soil   - samuel butler
Does the fate of n depend on p availability in soil - samuel butler
melnhe
 
Belowground c allocation estimated as soil respiration minus aboveground litt...
Belowground c allocation estimated as soil respiration minus aboveground litt...Belowground c allocation estimated as soil respiration minus aboveground litt...
Belowground c allocation estimated as soil respiration minus aboveground litt...
melnhe
 
Baby boomers are there any surviving germinants from the recent mast year -...
Baby boomers  are there any surviving germinants from the recent mast year  -...Baby boomers  are there any surviving germinants from the recent mast year  -...
Baby boomers are there any surviving germinants from the recent mast year -...
melnhe
 
And you thought there were no earthworms in our forests
And you thought there were no earthworms in our forests  And you thought there were no earthworms in our forests
And you thought there were no earthworms in our forests
melnhe
 
Intro for asm workshop see
Intro for asm workshop seeIntro for asm workshop see
Intro for asm workshop see
melnhe
 
Asm2018 6 dietze
Asm2018 6 dietzeAsm2018 6 dietze
Asm2018 6 dietze
melnhe
 
Asm2018 5 yanai
Asm2018 5 yanaiAsm2018 5 yanai
Asm2018 5 yanai
melnhe
 
Asm2018 4 y.yang
Asm2018 4 y.yangAsm2018 4 y.yang
Asm2018 4 y.yang
melnhe
 
Asm2018 3 mgreen
Asm2018 3 mgreenAsm2018 3 mgreen
Asm2018 3 mgreen
melnhe
 
Asm2018 2 neon_laney
Asm2018 2 neon_laneyAsm2018 2 neon_laney
Asm2018 2 neon_laney
melnhe
 
Soil Enzyme Activity Indicates P Limitation in northern hardwood forest
Soil Enzyme Activity Indicates P Limitation in northern hardwood forestSoil Enzyme Activity Indicates P Limitation in northern hardwood forest
Soil Enzyme Activity Indicates P Limitation in northern hardwood forest
melnhe
 
HB 2018 - Quantifying red maple seed production
HB 2018 - Quantifying red maple seed productionHB 2018 - Quantifying red maple seed production
HB 2018 - Quantifying red maple seed production
melnhe
 

More from melnhe (20)

N-P co-limitation in young northern hardwood forest. Tim Fahey
N-P co-limitation in young northern hardwood forest. Tim FaheyN-P co-limitation in young northern hardwood forest. Tim Fahey
N-P co-limitation in young northern hardwood forest. Tim Fahey
 
Fine dining: root morphology, mycorrhizal colonization, and nutrient amendmen...
Fine dining: root morphology, mycorrhizal colonization, and nutrient amendmen...Fine dining: root morphology, mycorrhizal colonization, and nutrient amendmen...
Fine dining: root morphology, mycorrhizal colonization, and nutrient amendmen...
 
Could co-limitation be caused by different nutrients limiting shoots and root...
Could co-limitation be caused by different nutrients limiting shoots and root...Could co-limitation be caused by different nutrients limiting shoots and root...
Could co-limitation be caused by different nutrients limiting shoots and root...
 
Sugar maple leaf characteristics vary with depth in the crown and nutrient ad...
Sugar maple leaf characteristics vary with depth in the crown and nutrient ad...Sugar maple leaf characteristics vary with depth in the crown and nutrient ad...
Sugar maple leaf characteristics vary with depth in the crown and nutrient ad...
 
The timing of senescence affects foliar p resorption dan hong
The timing of senescence affects foliar p resorption   dan hongThe timing of senescence affects foliar p resorption   dan hong
The timing of senescence affects foliar p resorption dan hong
 
Space wars the fight for light in the stands of bartlett sarah congress
Space wars  the fight for light in the stands of bartlett   sarah congressSpace wars  the fight for light in the stands of bartlett   sarah congress
Space wars the fight for light in the stands of bartlett sarah congress
 
Having a stake in nutrient cycling effects of n and p addition on wood decay...
Having a stake in nutrient cycling  effects of n and p addition on wood decay...Having a stake in nutrient cycling  effects of n and p addition on wood decay...
Having a stake in nutrient cycling effects of n and p addition on wood decay...
 
Fruiting response of ectomycorrhizal fungi to nutrient additions claudia vi...
Fruiting response of ectomycorrhizal fungi to nutrient additions   claudia vi...Fruiting response of ectomycorrhizal fungi to nutrient additions   claudia vi...
Fruiting response of ectomycorrhizal fungi to nutrient additions claudia vi...
 
Does the fate of n depend on p availability in soil - samuel butler
Does the fate of n depend on p availability in soil   - samuel butlerDoes the fate of n depend on p availability in soil   - samuel butler
Does the fate of n depend on p availability in soil - samuel butler
 
Belowground c allocation estimated as soil respiration minus aboveground litt...
Belowground c allocation estimated as soil respiration minus aboveground litt...Belowground c allocation estimated as soil respiration minus aboveground litt...
Belowground c allocation estimated as soil respiration minus aboveground litt...
 
Baby boomers are there any surviving germinants from the recent mast year -...
Baby boomers  are there any surviving germinants from the recent mast year  -...Baby boomers  are there any surviving germinants from the recent mast year  -...
Baby boomers are there any surviving germinants from the recent mast year -...
 
And you thought there were no earthworms in our forests
And you thought there were no earthworms in our forests  And you thought there were no earthworms in our forests
And you thought there were no earthworms in our forests
 
Intro for asm workshop see
Intro for asm workshop seeIntro for asm workshop see
Intro for asm workshop see
 
Asm2018 6 dietze
Asm2018 6 dietzeAsm2018 6 dietze
Asm2018 6 dietze
 
Asm2018 5 yanai
Asm2018 5 yanaiAsm2018 5 yanai
Asm2018 5 yanai
 
Asm2018 4 y.yang
Asm2018 4 y.yangAsm2018 4 y.yang
Asm2018 4 y.yang
 
Asm2018 3 mgreen
Asm2018 3 mgreenAsm2018 3 mgreen
Asm2018 3 mgreen
 
Asm2018 2 neon_laney
Asm2018 2 neon_laneyAsm2018 2 neon_laney
Asm2018 2 neon_laney
 
Soil Enzyme Activity Indicates P Limitation in northern hardwood forest
Soil Enzyme Activity Indicates P Limitation in northern hardwood forestSoil Enzyme Activity Indicates P Limitation in northern hardwood forest
Soil Enzyme Activity Indicates P Limitation in northern hardwood forest
 
HB 2018 - Quantifying red maple seed production
HB 2018 - Quantifying red maple seed productionHB 2018 - Quantifying red maple seed production
HB 2018 - Quantifying red maple seed production
 

Recently uploaded

The binding of cosmological structures by massless topological defects
The binding of cosmological structures by massless topological defectsThe binding of cosmological structures by massless topological defects
The binding of cosmological structures by massless topological defects
Sérgio Sacani
 
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Ana Luísa Pinho
 
Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...
Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...
Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...
University of Maribor
 
Chapter 12 - climate change and the energy crisis
Chapter 12 - climate change and the energy crisisChapter 12 - climate change and the energy crisis
Chapter 12 - climate change and the energy crisis
tonzsalvador2222
 
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốtmô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
HongcNguyn6
 
20240520 Planning a Circuit Simulator in JavaScript.pptx
20240520 Planning a Circuit Simulator in JavaScript.pptx20240520 Planning a Circuit Simulator in JavaScript.pptx
20240520 Planning a Circuit Simulator in JavaScript.pptx
Sharon Liu
 
Deep Software Variability and Frictionless Reproducibility
Deep Software Variability and Frictionless ReproducibilityDeep Software Variability and Frictionless Reproducibility
Deep Software Variability and Frictionless Reproducibility
University of Rennes, INSA Rennes, Inria/IRISA, CNRS
 
Randomised Optimisation Algorithms in DAPHNE
Randomised Optimisation Algorithms in DAPHNERandomised Optimisation Algorithms in DAPHNE
Randomised Optimisation Algorithms in DAPHNE
University of Maribor
 
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
yqqaatn0
 
ESR spectroscopy in liquid food and beverages.pptx
ESR spectroscopy in liquid food and beverages.pptxESR spectroscopy in liquid food and beverages.pptx
ESR spectroscopy in liquid food and beverages.pptx
PRIYANKA PATEL
 
Phenomics assisted breeding in crop improvement
Phenomics assisted breeding in crop improvementPhenomics assisted breeding in crop improvement
Phenomics assisted breeding in crop improvement
IshaGoswami9
 
THEMATIC APPERCEPTION TEST(TAT) cognitive abilities, creativity, and critic...
THEMATIC  APPERCEPTION  TEST(TAT) cognitive abilities, creativity, and critic...THEMATIC  APPERCEPTION  TEST(TAT) cognitive abilities, creativity, and critic...
THEMATIC APPERCEPTION TEST(TAT) cognitive abilities, creativity, and critic...
Abdul Wali Khan University Mardan,kP,Pakistan
 
The debris of the ‘last major merger’ is dynamically young
The debris of the ‘last major merger’ is dynamically youngThe debris of the ‘last major merger’ is dynamically young
The debris of the ‘last major merger’ is dynamically young
Sérgio Sacani
 
Cytokines and their role in immune regulation.pptx
Cytokines and their role in immune regulation.pptxCytokines and their role in immune regulation.pptx
Cytokines and their role in immune regulation.pptx
Hitesh Sikarwar
 
Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...
Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...
Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...
AbdullaAlAsif1
 
Medical Orthopedic PowerPoint Templates.pptx
Medical Orthopedic PowerPoint Templates.pptxMedical Orthopedic PowerPoint Templates.pptx
Medical Orthopedic PowerPoint Templates.pptx
terusbelajar5
 
8.Isolation of pure cultures and preservation of cultures.pdf
8.Isolation of pure cultures and preservation of cultures.pdf8.Isolation of pure cultures and preservation of cultures.pdf
8.Isolation of pure cultures and preservation of cultures.pdf
by6843629
 
aziz sancar nobel prize winner: from mardin to nobel
aziz sancar nobel prize winner: from mardin to nobelaziz sancar nobel prize winner: from mardin to nobel
aziz sancar nobel prize winner: from mardin to nobel
İsa Badur
 
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdfTopic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
TinyAnderson
 
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptxANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
RASHMI M G
 

Recently uploaded (20)

The binding of cosmological structures by massless topological defects
The binding of cosmological structures by massless topological defectsThe binding of cosmological structures by massless topological defects
The binding of cosmological structures by massless topological defects
 
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
 
Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...
Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...
Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...
 
Chapter 12 - climate change and the energy crisis
Chapter 12 - climate change and the energy crisisChapter 12 - climate change and the energy crisis
Chapter 12 - climate change and the energy crisis
 
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốtmô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
 
20240520 Planning a Circuit Simulator in JavaScript.pptx
20240520 Planning a Circuit Simulator in JavaScript.pptx20240520 Planning a Circuit Simulator in JavaScript.pptx
20240520 Planning a Circuit Simulator in JavaScript.pptx
 
Deep Software Variability and Frictionless Reproducibility
Deep Software Variability and Frictionless ReproducibilityDeep Software Variability and Frictionless Reproducibility
Deep Software Variability and Frictionless Reproducibility
 
Randomised Optimisation Algorithms in DAPHNE
Randomised Optimisation Algorithms in DAPHNERandomised Optimisation Algorithms in DAPHNE
Randomised Optimisation Algorithms in DAPHNE
 
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
 
ESR spectroscopy in liquid food and beverages.pptx
ESR spectroscopy in liquid food and beverages.pptxESR spectroscopy in liquid food and beverages.pptx
ESR spectroscopy in liquid food and beverages.pptx
 
Phenomics assisted breeding in crop improvement
Phenomics assisted breeding in crop improvementPhenomics assisted breeding in crop improvement
Phenomics assisted breeding in crop improvement
 
THEMATIC APPERCEPTION TEST(TAT) cognitive abilities, creativity, and critic...
THEMATIC  APPERCEPTION  TEST(TAT) cognitive abilities, creativity, and critic...THEMATIC  APPERCEPTION  TEST(TAT) cognitive abilities, creativity, and critic...
THEMATIC APPERCEPTION TEST(TAT) cognitive abilities, creativity, and critic...
 
The debris of the ‘last major merger’ is dynamically young
The debris of the ‘last major merger’ is dynamically youngThe debris of the ‘last major merger’ is dynamically young
The debris of the ‘last major merger’ is dynamically young
 
Cytokines and their role in immune regulation.pptx
Cytokines and their role in immune regulation.pptxCytokines and their role in immune regulation.pptx
Cytokines and their role in immune regulation.pptx
 
Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...
Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...
Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...
 
Medical Orthopedic PowerPoint Templates.pptx
Medical Orthopedic PowerPoint Templates.pptxMedical Orthopedic PowerPoint Templates.pptx
Medical Orthopedic PowerPoint Templates.pptx
 
8.Isolation of pure cultures and preservation of cultures.pdf
8.Isolation of pure cultures and preservation of cultures.pdf8.Isolation of pure cultures and preservation of cultures.pdf
8.Isolation of pure cultures and preservation of cultures.pdf
 
aziz sancar nobel prize winner: from mardin to nobel
aziz sancar nobel prize winner: from mardin to nobelaziz sancar nobel prize winner: from mardin to nobel
aziz sancar nobel prize winner: from mardin to nobel
 
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdfTopic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
 
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptxANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
 

Asm2018 7 young