SlideShare ist ein Scribd-Unternehmen logo
1 von 82
Downloaden Sie, um offline zu lesen
KEVIN ANCHUKAITIS
COLUMBIA UNIVERSITY




                        FRI MAR 4, 2011
                            BLEGEN 445
                               3:30 PM

A THOUSAND YEARS OF
HUMAN HISTORY AND THE
ASIAN MONSOON FROM
TROPICAL TREE RINGS
THE PRINCIPLE OF
AGGREGATE TREE GROWTH

      THE PRINCIPLE OF
     REPLICATION


  STANDARDIZATION
TREE-RING WIDTH DATA
pith




                        bark
S A M P L I N G S T R AT E G I E S




Photograph: Neil Pederson
h p://esp.cr.usgs.gov/data/atlas/li le/
h p://esp.cr.usgs.gov/data/atlas/li le/
h p://esp.cr.usgs.gov/data/atlas/li le/
THE PRINCIPLE OF
ECOLOGICAL AMPLITUDE
A tree species may grow and reproduce over a certain range of
habitats; that range is described as its ecological amplitude.
Trees that grow near the margins or limits of their ecological
amplitude are o en sensitive to changes in their environment.
h p://esp.cr.usgs.gov/data/atlas/li le/
Photograph: Phil Camill
Average temperatures are remarkably consistent at treeline locations around the world




Source: Körner and Paulsen, Journal of Biogeography, 2004
Photograph: Greg Brooks
Photograph: a rancid amoeba
High




                   Low



                          Forest interior                       Semiarid forest border
                           DECREASING EFFECTIVE PRECIPITATION

                           INCREASING VARIABILITY IN ANNUAL PRECIPITATION

                           MORE DAYS WHERE MOISTURE IS LIMITING TO PROCESSES IN TREE
c.f. Fri s, 1976
High            Av
                                     era
                                          ge
                                             r    ing
                                                     -w
                                                       idt
                                     Ar                   h
                                       bo
                                            ria
                                               ld
                                                   om
                                                     ina
                                                             nc
                                                               e




                   Low



                          Forest interior                          Semiarid forest border
                           DECREASING EFFECTIVE PRECIPITATION

                           INCREASING VARIABILITY IN ANNUAL PRECIPITATION

                           MORE DAYS WHERE MOISTURE IS LIMITING TO PROCESSES IN TREE
c.f. Fri s, 1976
High




                                                                               S
                                                                              NG
                                                                          RI
                                                                        N T
                   Low                                            B   SE
                                            PERCENT             A

                          Forest interior                       Semiarid forest border
                           DECREASING EFFECTIVE PRECIPITATION

                           INCREASING VARIABILITY IN ANNUAL PRECIPITATION

                           MORE DAYS WHERE MOISTURE IS LIMITING TO PROCESSES IN TREE
c.f. Fri s, 1976
High
                                                                            E S
                                                                      R E
                                                                    T




                                                                N
                                                            EE
                                                         TW
                                                      BE
                                                    N
                                               T IO
                                             LA
                                          RE
                                    O   R
                   Low             C

                          Forest interior                       Semiarid forest border
                           DECREASING EFFECTIVE PRECIPITATION

                           INCREASING VARIABILITY IN ANNUAL PRECIPITATION

                           MORE DAYS WHERE MOISTURE IS LIMITING TO PROCESSES IN TREE
c.f. Fri s, 1976
‘Complacent’
‘Sensitive’
COMPLACENT                  SENSITIVE




                   High
                                                                            E S
                                                                        R E
                                                                       T




                                                                N
                                                            EE
                                                         TW
                                                      BE
                                                    N
                                               T IO
                                             LA
                                          RE
                                    O   R
                   Low             C

                          Forest interior                       Semiarid forest border
                           DECREASING EFFECTIVE PRECIPITATION

                           INCREASING VARIABILITY IN ANNUAL PRECIPITATION

                           MORE DAYS WHERE MOISTURE IS LIMITING TO PROCESSES IN TREE
c.f. Fri s, 1976
Complacent   Sensitive
Fri s, 1976
THE PRINCIPLE OF
          SITE SELECTION
Dendrochronologists should apply the principles of
limiting factors and ecological amplitude to determine
which trees are most likely to provide information about a
specific environmental signal.
THE PRINCIPLE OF AGGREGATE TREE GROWTH




Rt = At + Ct + δD1t + δD2t + Et
h p://esp.cr.usgs.gov/data/atlas/li le/
Photograph: Phil Camill
ecotone a transitional area where one plant community
changes into another, usually caused by changes in the
environment such as changes in elevation or soil
characteristics.
TARGETED vs. RANDOM
Photograph: mullica
where do we find old trees?
OLDLIST h p://www.rmtrr.org/oldlist.htm
Eastern OLDLIST h p://www.ldeo.columbia.edu/~adk/oldlisteast/
Trees can grow anywhere!
Intermountain bristlecone pine 4,844 years



Photograph: Tom Harlan
h p://esp.cr.usgs.gov/data/atlas/li le/
Methuselah Ridge




Photograph: Tom Harlan
Bristlecone comparison photos
Wind erosion on bristlecone tag




Photograph: Tom Harlan
Bristlecone vista




    Alerce 3,622 years



Photograph: Tim Waters
distribution map of
FITZROYA CUPRESSOIDES
Giant sequoia 3,266 years



Photograph: Julie Jordan Sco
h p://esp.cr.usgs.gov/data/atlas/li le/
Photograph: Byron Hetrick
Bristlecone vista




    Coast redwood 2,200 years



Photograph:hoppinjonn
h p://esp.cr.usgs.gov/data/atlas/li le/
Photograph: Brandi Korte
The Seward oak 330 yr?


Photograph: Ralph Sievert
White pine 1714


Photograph: Kurt Kipfmueller
White cedar 1452


Photograph: Danny Margoles
Leonardo da Vinci
   b. 1452 d. 1519
IDENTIFYING CHARACTERISTICS OF PONDEROSA PINE TREES AT DIFFERENT LIFE STAGES



                                                               Live crown                                 Trunk                             Likely
                                  Crown shape                                           Branches                         Bark
                                                                  ratio                                   shape                            injuries




       Old trees               fla ened, ‘bonsai’ shape,
                               sparse and open, may be
                                                            small; o en fire-pruned      few but large     columnar     smooth,
                                                                                                                       small flakes,
                                                                                                                                        fire scars, dead
                                                                                                                                        tops, broken
       (>200 yr)               lopsided.                                                                               pale orange
                                                                                                                       or grey
                                                                                                                                        branches, lightning
                                                                                                                                        scars, rot, burls,
                                                                                                                                        exposed roots




    Young trees                pointed top, ‘teardrop’ or
                               ‘Christmas tree’ shape,
                                                                    large            many fine branches,
                                                                                     dense foliage near
                                                                                                          tapered    large, coarse
                                                                                                                     flakes, deep
                                                                                                                                        very few, possible
                                                                                                                                        mistletoe or
     (<150 yr)                 dense foliage                                         the trunk                       fissures, dark
                                                                                                                     gray or black
                                                                                                                                        lightening scars

                                                                                                                     with dark orange




Source: Huckaby et al., 2003
Crown shape
fla ened, ‘bonsai’ shape,
sparse and open, may be
lopsided.
Branches
few but large
Trunk shape
columnar
youngest




       IDEALIZED SILHOUETTES OF    middle
       PONDEROSA PINES



                                    oldest


                                             good sites   poor sites
Source: Huckaby et al., 2003
Dr. Neil Pederson Lamont-Doherty Earth Observation
Pederson, N. 2010. External characteristics of
old trees in the Eastern Deciduous Forest.
Natural Areas Journal 30, 396:407.
SIX
CHARACTERISTICS OF OLD TREES
                smooth bark
               low stem taper
             high stem sinuosity
    crowns with few, thick, twisting limbs
             low crown volume
    low ratio of leaf area to trunk volume
Quercus alba <150 yr, with flaky bark



Photograph: Neil Pederson
Quercus alba >250 yr, with low ridging



Photograph: Neil Pederson
Liriodendron tulipifera ca. 80 yr



Photograph: Neil Pederson
Liriodendron tulipifera ca. 500 yr



Photograph: Neil Pederson
Quercus muehlenbergii ca. 399 yr, with a low stem taper



Photograph: A. Wiggs
Lirodendron tulipifera showing serpentine bole and characteristic crown architecture



Photographs: Neil Pederson
Quercus muehlenbergii ca. 348 yr, with a few large branches in its crown



Photograph: Neil Pederson
Photograph: Diane Main
L. tulipifera with broken crown (le ) and a celery top crown (right)



Photograph: Neil Pederson
“ Size ma ers not. Look at me.
  Judge me by my size, do you?
  Hm? Mmmm.”
             Yoda
Q. montana 250 to 350+ yrs, U ertown NJ



Photograph: Neil Pederson
Quercus montana                          Quercus montana
           428 yr                                   427 yr




                             Quercus montana
                                  411 yr

Photograph:s Neil Pederson
where do we find tree-ring data?
INTERNATIONAL

TREE-RING
        DATABANK
  h p://www.ncdc.noaa.gov/paleo/treering.html
Exercise!
Use Google Earth to review the global
distribution of tree-ring data.

Weitere ähnliche Inhalte

Mehr von Scott St. George

Boosting the Signal: Simple Strategies to Deliver Better Scientific Talks
Boosting the Signal: Simple Strategies to Deliver Better Scientific TalksBoosting the Signal: Simple Strategies to Deliver Better Scientific Talks
Boosting the Signal: Simple Strategies to Deliver Better Scientific TalksScott St. George
 
Ringing true: The scientific and societal relevance of dendrochronology at th...
Ringing true: The scientific and societal relevance of dendrochronology at th...Ringing true: The scientific and societal relevance of dendrochronology at th...
Ringing true: The scientific and societal relevance of dendrochronology at th...Scott St. George
 
How long do trees remember?
How long do trees remember?How long do trees remember?
How long do trees remember?Scott St. George
 
Don’t call it a comeback: Studying ancient floods to prepare for future hazards
Don’t call it a comeback: Studying ancient floods to prepare for future hazardsDon’t call it a comeback: Studying ancient floods to prepare for future hazards
Don’t call it a comeback: Studying ancient floods to prepare for future hazardsScott St. George
 
Flood rings: Paleoflood evidence in tree-ring anatomy
Flood rings: Paleoflood evidence in tree-ring anatomyFlood rings: Paleoflood evidence in tree-ring anatomy
Flood rings: Paleoflood evidence in tree-ring anatomyScott St. George
 
Historic accounts of extreme floods on the Red River of the North
Historic accounts of extreme floods on the Red River of the NorthHistoric accounts of extreme floods on the Red River of the North
Historic accounts of extreme floods on the Red River of the NorthScott St. George
 
Disentangling the decadal ‘knot’ in high-resolution paleoclimatology
Disentangling the decadal ‘knot’ in high-resolution paleoclimatologyDisentangling the decadal ‘knot’ in high-resolution paleoclimatology
Disentangling the decadal ‘knot’ in high-resolution paleoclimatologyScott St. George
 
A new framework to test the origins of western American megadrought
A new framework to test the origins of western American megadroughtA new framework to test the origins of western American megadrought
A new framework to test the origins of western American megadroughtScott St. George
 
The need for new theory in global dendroclimatology
The need for new theory in global dendroclimatologyThe need for new theory in global dendroclimatology
The need for new theory in global dendroclimatologyScott St. George
 
The societal value of historical and paleoflood research in Manitoba, Canada
The societal value of historical and paleoflood research in Manitoba, CanadaThe societal value of historical and paleoflood research in Manitoba, Canada
The societal value of historical and paleoflood research in Manitoba, CanadaScott St. George
 
Solar ghosts: Weighing the evidence for sunspot cycles in fossil trees
Solar ghosts: Weighing the evidence for sunspot cycles in fossil treesSolar ghosts: Weighing the evidence for sunspot cycles in fossil trees
Solar ghosts: Weighing the evidence for sunspot cycles in fossil treesScott St. George
 
Long droughts: Using natural climate archives to gage the risks of future “me...
Long droughts: Using natural climate archives to gage the risks of future “me...Long droughts: Using natural climate archives to gage the risks of future “me...
Long droughts: Using natural climate archives to gage the risks of future “me...Scott St. George
 
Expecting the unexpected: The relevance of old floods to modern hydrology
Expecting the unexpected: The relevance of old floods to modern hydrologyExpecting the unexpected: The relevance of old floods to modern hydrology
Expecting the unexpected: The relevance of old floods to modern hydrologyScott St. George
 
What to expect when you’re expecting decadal variability in hydroclimatic pro...
What to expect when you’re expecting decadal variability in hydroclimatic pro...What to expect when you’re expecting decadal variability in hydroclimatic pro...
What to expect when you’re expecting decadal variability in hydroclimatic pro...Scott St. George
 
Decadal variability in tree rings
Decadal variability in tree ringsDecadal variability in tree rings
Decadal variability in tree ringsScott St. George
 
Five Things You Can Do Right Now To Make Your Research Presentations Just A L...
Five Things You Can Do Right Now To Make Your Research Presentations Just A L...Five Things You Can Do Right Now To Make Your Research Presentations Just A L...
Five Things You Can Do Right Now To Make Your Research Presentations Just A L...Scott St. George
 
Expanding the window - the past, present, and future of Minnesota's water
Expanding the window - the past, present, and future of Minnesota's waterExpanding the window - the past, present, and future of Minnesota's water
Expanding the window - the past, present, and future of Minnesota's waterScott St. George
 
Large-scale dendrochronology and low-frequency climate variability
Large-scale dendrochronology and low-frequency climate variabilityLarge-scale dendrochronology and low-frequency climate variability
Large-scale dendrochronology and low-frequency climate variabilityScott St. George
 

Mehr von Scott St. George (20)

Boosting the Signal: Simple Strategies to Deliver Better Scientific Talks
Boosting the Signal: Simple Strategies to Deliver Better Scientific TalksBoosting the Signal: Simple Strategies to Deliver Better Scientific Talks
Boosting the Signal: Simple Strategies to Deliver Better Scientific Talks
 
Ringing true: The scientific and societal relevance of dendrochronology at th...
Ringing true: The scientific and societal relevance of dendrochronology at th...Ringing true: The scientific and societal relevance of dendrochronology at th...
Ringing true: The scientific and societal relevance of dendrochronology at th...
 
How long do trees remember?
How long do trees remember?How long do trees remember?
How long do trees remember?
 
Don’t call it a comeback: Studying ancient floods to prepare for future hazards
Don’t call it a comeback: Studying ancient floods to prepare for future hazardsDon’t call it a comeback: Studying ancient floods to prepare for future hazards
Don’t call it a comeback: Studying ancient floods to prepare for future hazards
 
Flood rings: Paleoflood evidence in tree-ring anatomy
Flood rings: Paleoflood evidence in tree-ring anatomyFlood rings: Paleoflood evidence in tree-ring anatomy
Flood rings: Paleoflood evidence in tree-ring anatomy
 
Historic accounts of extreme floods on the Red River of the North
Historic accounts of extreme floods on the Red River of the NorthHistoric accounts of extreme floods on the Red River of the North
Historic accounts of extreme floods on the Red River of the North
 
Disentangling the decadal ‘knot’ in high-resolution paleoclimatology
Disentangling the decadal ‘knot’ in high-resolution paleoclimatologyDisentangling the decadal ‘knot’ in high-resolution paleoclimatology
Disentangling the decadal ‘knot’ in high-resolution paleoclimatology
 
A new framework to test the origins of western American megadrought
A new framework to test the origins of western American megadroughtA new framework to test the origins of western American megadrought
A new framework to test the origins of western American megadrought
 
The need for new theory in global dendroclimatology
The need for new theory in global dendroclimatologyThe need for new theory in global dendroclimatology
The need for new theory in global dendroclimatology
 
The societal value of historical and paleoflood research in Manitoba, Canada
The societal value of historical and paleoflood research in Manitoba, CanadaThe societal value of historical and paleoflood research in Manitoba, Canada
The societal value of historical and paleoflood research in Manitoba, Canada
 
Solar ghosts: Weighing the evidence for sunspot cycles in fossil trees
Solar ghosts: Weighing the evidence for sunspot cycles in fossil treesSolar ghosts: Weighing the evidence for sunspot cycles in fossil trees
Solar ghosts: Weighing the evidence for sunspot cycles in fossil trees
 
Long droughts: Using natural climate archives to gage the risks of future “me...
Long droughts: Using natural climate archives to gage the risks of future “me...Long droughts: Using natural climate archives to gage the risks of future “me...
Long droughts: Using natural climate archives to gage the risks of future “me...
 
Expecting the unexpected: The relevance of old floods to modern hydrology
Expecting the unexpected: The relevance of old floods to modern hydrologyExpecting the unexpected: The relevance of old floods to modern hydrology
Expecting the unexpected: The relevance of old floods to modern hydrology
 
What to expect when you’re expecting decadal variability in hydroclimatic pro...
What to expect when you’re expecting decadal variability in hydroclimatic pro...What to expect when you’re expecting decadal variability in hydroclimatic pro...
What to expect when you’re expecting decadal variability in hydroclimatic pro...
 
Decadal variability in tree rings
Decadal variability in tree ringsDecadal variability in tree rings
Decadal variability in tree rings
 
Five Things You Can Do Right Now To Make Your Research Presentations Just A L...
Five Things You Can Do Right Now To Make Your Research Presentations Just A L...Five Things You Can Do Right Now To Make Your Research Presentations Just A L...
Five Things You Can Do Right Now To Make Your Research Presentations Just A L...
 
Trees as flood sensors
Trees as flood sensorsTrees as flood sensors
Trees as flood sensors
 
Expanding the window - the past, present, and future of Minnesota's water
Expanding the window - the past, present, and future of Minnesota's waterExpanding the window - the past, present, and future of Minnesota's water
Expanding the window - the past, present, and future of Minnesota's water
 
Making Climate Data Sing
Making Climate Data SingMaking Climate Data Sing
Making Climate Data Sing
 
Large-scale dendrochronology and low-frequency climate variability
Large-scale dendrochronology and low-frequency climate variabilityLarge-scale dendrochronology and low-frequency climate variability
Large-scale dendrochronology and low-frequency climate variability
 

Kürzlich hochgeladen

mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docxPoojaSen20
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationnomboosow
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactdawncurless
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxGaneshChakor2
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeThiyagu K
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3JemimahLaneBuaron
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformChameera Dedduwage
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104misteraugie
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Celine George
 
Hybridoma Technology ( Production , Purification , and Application )
Hybridoma Technology  ( Production , Purification , and Application  ) Hybridoma Technology  ( Production , Purification , and Application  )
Hybridoma Technology ( Production , Purification , and Application ) Sakshi Ghasle
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesFatimaKhan178732
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionSafetyChain Software
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfchloefrazer622
 
Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpinRaunakKeshri1
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdfQucHHunhnh
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxpboyjonauth
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdfQucHHunhnh
 

Kürzlich hochgeladen (20)

mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docx
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communication
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptx
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy Reform
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17
 
Hybridoma Technology ( Production , Purification , and Application )
Hybridoma Technology  ( Production , Purification , and Application  ) Hybridoma Technology  ( Production , Purification , and Application  )
Hybridoma Technology ( Production , Purification , and Application )
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and Actinides
 
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory Inspection
 
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptxINDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdf
 
Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpin
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptx
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
 

A Thousand Years of Human History and Tree Rings