SlideShare a Scribd company logo
1 of 29
Download to read offline
/
•
•
•
•
•
/
•
•
•
•
•
/
•
•
•
/
NPP = GPP − Rd
/
NPP = GPP − Rd
GPP = min(Ac, Aj)
/
NPP = GPP − Rd
GPP = min(Ac, Aj)
Ac = Vcmax
ci − Γ∗
ci + Kc(1 + oi/Ko)
/
NPP = GPP − Rd
GPP = min(Ac, Aj)
Ac = Vcmax
ci − Γ∗
ci + Kc(1 + oi/Ko)
Vcmax = f(Vcmax.25, Tleaf , Ncon, LA)
/
NPP = GPP − Rd
GPP = min(Ac, Aj)
Ac = Vcmax
ci − Γ∗
ci + Kc(1 + oi/Ko)
Vcmax = f(Vcmax.25, Tleaf , Ncon, LA)
Rd = f(Rd.25, Tleaf , Ncon, LA)
/
NPP = GPP − Rd
GPP = min(Ac, Aj)
Ac = Vcmax
ci − Γ∗
ci + Kc(1 + oi/Ko)
Vcmax = f(Vcmax.25, Tleaf , Ncon, LA)
Rd = f(Rd.25, Tleaf , Ncon, LA)
/
•
•
•
/
Ci:Ca
δ13C
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
−30
−28
−26
−24
0 0.2 0.4 0.6 0.8
(a)
●
●
R
2
= 0.15 , p< 0.001
R
2
= 0.18 , p< 0.05
δ13C
Narea(gm
−2
)
●●
●
●
●
●
●
● ●
●
●
●
●
●
●
●
●
●
●●
●
●
●
●
●
●
●
●
●
●●
●
●●
●
●
●
●
●
●
●
●
●
●
●
●
●●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
0
2
4
6
8
−30 −28 −26 −24
(b)●
●
R
2
= 0.30 , p< 0.001
R
2
= 0.18 , p< 0.05
MI
δ13C
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
−30
−28
−26
−24
0 0.2 0.4 0.6 0.8 1
(c)
●
●
R
2
= 0.43 , p< 0.001
R
2
= 0.47 , p< 0.001
MI
Narea(gm
−2
)
●●
●
●
●
●
●
● ●
●
●
●
●
●
●
●
●
●
● ●
●
●
●
●
●
●
●
●
●
●●
●
●●
●
●
●
●
●
●
●
●
●
●
●
●
●●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
● ●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
0
2
4
6
8
0.2 0.4 0.6 0.8 1
(d) ●
●
R
2
= 0.59 , p< 0.001
R
2
= 0.39 , p< 0.001
/
•
•
•
•
•
/
•
•
•
gcm
Vcmax(µmolCO2m
−2
s
−1
)
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
0
50
100
150
y = 1131x
y = 487x
(a)
●
●
●
●
N−fixer
Non N−fixer
Cold
Hot
●
●
●
●
●
● ●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
● ●
●
●
●
●
●
● ●
●
●
●
●
●
●
●
●
●
●
●
●
● ●
●
●
●
●
●
●
●
●
● ●
●
●
●
●
●
●
●
●
●
●●
●
●
Y = 460x
Y = 1041x
(b)
●
●
●
●
N−fixer
Non N−fixer
Wet
Dry
gcm
Narea(gm
−2
)
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
●●
●
●
●
●
●
0
2
4
6
0.05 0.1 0.15 0.2 0.25 0.3
y = 31x
y = 14x
(c)
●
●
●
●
●
●
●
●
●
●
●
●
●
●●● ●
●
●● ●
●
●
●
●
●
●
●
●
●
● ●
●
●
●
●
●
● ●
●
●
●
●
●
●
●
●
●
●
●
●
●
●●
●●
●
●
●
●
●
●
●
●
●
●
●
●
●
●
0.05 0.1 0.15 0.2 0.25 0.3
y = 15x
y = 44x
(d)
gs (mol CO2 m
−2
s
−1
)
/
/
ijn1 n2 n3 n4
n1
n2
n3
n4
x2
x1
ijn1 n2 n3 n4
n1
n2
n3
n4
x2
x1
zij
/
1:i 1:i
1:i
1:i
1:i
1:i 1:i
1:i
1:i
1:i
1:i
1:i
1:i 1:i
1:i
1:i
1:i
1:i 1:i
1:i
1:i
1:i
1:i
1:i
/
1:i 1:i
1:i
1:i
1:i
1:i 1:i
1:i
1:i
1:i
1:i
1:i
1:i 1:i
1:i
1:i
1:i
1:i 1:i
1:i
1:i
1:i
1:i
1:i
1:i 1:i
1:i
1:i
1:i
1:i 1:i
1:i
1:i
1:i
1:i
1:i
/
0.32
0.34
0.36
0.38
0.40
0.42
●
●
●
●
●
●
●
●
●
●
1 2 3 4 5 6 7 8 9 10
RMSE
Node Size (X ⋅ X)
0.68
0.70
0.72
0.74
0.76
0.78
0.80
●
●
●
●
●
●
●
●
●
●
1 2 3 4 5 6 7 8 9 10
Correlation
Node Size (X ⋅ X)
/
◦
6
8
10
12
14
16
18
20
22
24
26
28
MAT (°C)MEAN ANNUAL TEMPERATURE
500
1000
1500
2000
2500
3000
3500
4000
PPT (mm)ANNUAL TOTAL PRECIPITATION
/
500
1000
1500
2000
2500
3000
3500
4000
PPT (mm)ANNUAL TOTAL PRECIPITATION
6
8
10
12
14
16
18
20
22
24
26
28
MAT (°C)MEAN ANNUAL TEMPERATURE
x1, x2
z
/
1.2
1.6
2
2.4
2.8
3.2
g m−2LEAF NITROGEN CONCENTRATION
(AREA BASED)
/
500
1000
1500
2000
2500
3000
3500
4000
PPT (mm)ANNUAL TOTAL PRECIPITATION
6
8
10
12
14
16
18
20
22
24
26
28
MAT (°C)MEAN ANNUAL TEMPERATURE
x1, x2
z
/
0.4
0.8
1.2
1.6
2
2.4
2.8
3.2
3.6
g m−2LEAF NITROGEN CONCENTRATION
(AREA BASED)
/
0 5 10 15 20 25 30 35
0
1
2
3
4
5
6
7
8
Narea(gm−2
)
MAT (°C)
0 500 1000 1500 2000
0
1
2
3
4
5
6
7
8
Narea(gm−2
)
PPT (mm)
/
•
•
•
/
•
•
•
• AET
PPT
AET
PET
•
•
/
/

More Related Content

Similar to Coupling ecophysiological data with models_Whitley

Agilent ADS 模擬手冊 [實習2] 放大器設計
Agilent ADS 模擬手冊 [實習2]  放大器設計Agilent ADS 模擬手冊 [實習2]  放大器設計
Agilent ADS 模擬手冊 [實習2] 放大器設計Simen Li
 
Multi-Jet Generation -status report-
Multi-Jet Generation -status report-Multi-Jet Generation -status report-
Multi-Jet Generation -status report-Yoshitaro Takaesu
 
射頻電子 - [第六章] 低雜訊放大器設計
射頻電子 - [第六章] 低雜訊放大器設計射頻電子 - [第六章] 低雜訊放大器設計
射頻電子 - [第六章] 低雜訊放大器設計Simen Li
 
IRJET- Design and Development of Open Differential for Transmission System of...
IRJET- Design and Development of Open Differential for Transmission System of...IRJET- Design and Development of Open Differential for Transmission System of...
IRJET- Design and Development of Open Differential for Transmission System of...IRJET Journal
 
UNIT- 2&3 based on gear life.pdf
UNIT- 2&3 based on gear life.pdfUNIT- 2&3 based on gear life.pdf
UNIT- 2&3 based on gear life.pdfdinesh babu
 
Control as Inference (強化学習とベイズ統計)
Control as Inference (強化学習とベイズ統計)Control as Inference (強化学習とベイズ統計)
Control as Inference (強化学習とベイズ統計)Shohei Taniguchi
 
RPA - Tool for Rocket Propulsion Analysis
RPA - Tool for Rocket Propulsion AnalysisRPA - Tool for Rocket Propulsion Analysis
RPA - Tool for Rocket Propulsion AnalysisAlexander Ponomarenko
 
Aircraft propulsion non ideal turbofan cycle analysis
Aircraft propulsion   non ideal turbofan cycle analysisAircraft propulsion   non ideal turbofan cycle analysis
Aircraft propulsion non ideal turbofan cycle analysisAnurak Atthasit
 
107069260 trabajo-final-de-estructuras-ii
107069260 trabajo-final-de-estructuras-ii107069260 trabajo-final-de-estructuras-ii
107069260 trabajo-final-de-estructuras-iiEdwin Torres C
 
The making of the Perfect MOSFET Final
The making of the Perfect MOSFET FinalThe making of the Perfect MOSFET Final
The making of the Perfect MOSFET FinalAlan Elbanhawy
 
Lect2 up270 (100328)
Lect2 up270 (100328)Lect2 up270 (100328)
Lect2 up270 (100328)aicdesign
 

Similar to Coupling ecophysiological data with models_Whitley (20)

Agilent ADS 模擬手冊 [實習2] 放大器設計
Agilent ADS 模擬手冊 [實習2]  放大器設計Agilent ADS 模擬手冊 [實習2]  放大器設計
Agilent ADS 模擬手冊 [實習2] 放大器設計
 
Multi-Jet Generation -status report-
Multi-Jet Generation -status report-Multi-Jet Generation -status report-
Multi-Jet Generation -status report-
 
射頻電子 - [第六章] 低雜訊放大器設計
射頻電子 - [第六章] 低雜訊放大器設計射頻電子 - [第六章] 低雜訊放大器設計
射頻電子 - [第六章] 低雜訊放大器設計
 
IRJET- Design and Development of Open Differential for Transmission System of...
IRJET- Design and Development of Open Differential for Transmission System of...IRJET- Design and Development of Open Differential for Transmission System of...
IRJET- Design and Development of Open Differential for Transmission System of...
 
C1251 nec
C1251 necC1251 nec
C1251 nec
 
12 speed gear box
12 speed gear box12 speed gear box
12 speed gear box
 
9 speed gear box
9 speed gear box9 speed gear box
9 speed gear box
 
9 speed gear box
9 speed gear box9 speed gear box
9 speed gear box
 
9 speed gear_box
9 speed gear_box9 speed gear_box
9 speed gear_box
 
Asymtotic Appoach.ppt
Asymtotic Appoach.pptAsymtotic Appoach.ppt
Asymtotic Appoach.ppt
 
02-asymp.ppt
02-asymp.ppt02-asymp.ppt
02-asymp.ppt
 
UNIT- 2&3 based on gear life.pdf
UNIT- 2&3 based on gear life.pdfUNIT- 2&3 based on gear life.pdf
UNIT- 2&3 based on gear life.pdf
 
Control as Inference (強化学習とベイズ統計)
Control as Inference (強化学習とベイズ統計)Control as Inference (強化学習とベイズ統計)
Control as Inference (強化学習とベイズ統計)
 
RPA - Tool for Rocket Propulsion Analysis
RPA - Tool for Rocket Propulsion AnalysisRPA - Tool for Rocket Propulsion Analysis
RPA - Tool for Rocket Propulsion Analysis
 
Chap15
Chap15Chap15
Chap15
 
Aircraft propulsion non ideal turbofan cycle analysis
Aircraft propulsion   non ideal turbofan cycle analysisAircraft propulsion   non ideal turbofan cycle analysis
Aircraft propulsion non ideal turbofan cycle analysis
 
project designa.docx
project designa.docxproject designa.docx
project designa.docx
 
107069260 trabajo-final-de-estructuras-ii
107069260 trabajo-final-de-estructuras-ii107069260 trabajo-final-de-estructuras-ii
107069260 trabajo-final-de-estructuras-ii
 
The making of the Perfect MOSFET Final
The making of the Perfect MOSFET FinalThe making of the Perfect MOSFET Final
The making of the Perfect MOSFET Final
 
Lect2 up270 (100328)
Lect2 up270 (100328)Lect2 up270 (100328)
Lect2 up270 (100328)
 

More from TERN Australia

Careers Grounded in Soils
Careers Grounded in SoilsCareers Grounded in Soils
Careers Grounded in SoilsTERN Australia
 
TERN Australia Soil & Herbarium Collection Brochure
TERN Australia Soil & Herbarium Collection BrochureTERN Australia Soil & Herbarium Collection Brochure
TERN Australia Soil & Herbarium Collection BrochureTERN Australia
 
Summary of TERN monitoring plots in the Pilbara WA, Apr2015 - Jun2021
Summary of TERN monitoring plots in the Pilbara WA, Apr2015 - Jun2021Summary of TERN monitoring plots in the Pilbara WA, Apr2015 - Jun2021
Summary of TERN monitoring plots in the Pilbara WA, Apr2015 - Jun2021TERN Australia
 
Summary of TERN plots on Kangaroo Island, SA, Oct 2018 - Oct 2021
Summary of TERN plots on Kangaroo Island, SA, Oct 2018 - Oct 2021Summary of TERN plots on Kangaroo Island, SA, Oct 2018 - Oct 2021
Summary of TERN plots on Kangaroo Island, SA, Oct 2018 - Oct 2021TERN Australia
 
MER Pilot Network flyer 2020
MER Pilot Network flyer 2020MER Pilot Network flyer 2020
MER Pilot Network flyer 2020TERN Australia
 
Australia's Environmental Predictive Capability
Australia's Environmental Predictive CapabilityAustralia's Environmental Predictive Capability
Australia's Environmental Predictive CapabilityTERN Australia
 
Biodiversity Management in Tasmania's Temperate Native Forests
Biodiversity Management in Tasmania's Temperate Native ForestsBiodiversity Management in Tasmania's Temperate Native Forests
Biodiversity Management in Tasmania's Temperate Native ForestsTERN Australia
 
Observing Environmental Change in Australia: Conversations for Sustainability
Observing Environmental Change in Australia: Conversations for SustainabilityObserving Environmental Change in Australia: Conversations for Sustainability
Observing Environmental Change in Australia: Conversations for SustainabilityTERN Australia
 
Observing Environmental Change in Australia: Conversations for Sustainability
Observing Environmental Change in Australia: Conversations for SustainabilityObserving Environmental Change in Australia: Conversations for Sustainability
Observing Environmental Change in Australia: Conversations for SustainabilityTERN Australia
 
Dr Michael Mirtl (ILTER Chair) presenting at the AusLTER Forum 2018
Dr Michael Mirtl  (ILTER Chair) presenting at the AusLTER Forum 2018Dr Michael Mirtl  (ILTER Chair) presenting at the AusLTER Forum 2018
Dr Michael Mirtl (ILTER Chair) presenting at the AusLTER Forum 2018TERN Australia
 
Prof Bob Scholes (Wits University, South Africa) presenting at the AusLTER Fo...
Prof Bob Scholes (Wits University, South Africa) presenting at the AusLTER Fo...Prof Bob Scholes (Wits University, South Africa) presenting at the AusLTER Fo...
Prof Bob Scholes (Wits University, South Africa) presenting at the AusLTER Fo...TERN Australia
 
Prof Phil Robertson (Michigan State University, USA) presenting at the AusLTE...
Prof Phil Robertson (Michigan State University, USA) presenting at the AusLTE...Prof Phil Robertson (Michigan State University, USA) presenting at the AusLTE...
Prof Phil Robertson (Michigan State University, USA) presenting at the AusLTE...TERN Australia
 
Dr Manuel Maass (National Autonomous University of Mexico) presenting at the ...
Dr Manuel Maass (National Autonomous University of Mexico) presenting at the ...Dr Manuel Maass (National Autonomous University of Mexico) presenting at the ...
Dr Manuel Maass (National Autonomous University of Mexico) presenting at the ...TERN Australia
 
Yuxia Liu Phenology 2018 poster on tracking grass phenology
Yuxia Liu Phenology 2018 poster on tracking grass phenologyYuxia Liu Phenology 2018 poster on tracking grass phenology
Yuxia Liu Phenology 2018 poster on tracking grass phenologyTERN Australia
 
Qiaoyun Xie Phenology 2018 presentation on agricultural phenology
Qiaoyun Xie Phenology 2018 presentation on agricultural phenologyQiaoyun Xie Phenology 2018 presentation on agricultural phenology
Qiaoyun Xie Phenology 2018 presentation on agricultural phenologyTERN Australia
 
Ha Nguyen Phenology 2018 presentation on Melbourne pollen trends
Ha Nguyen Phenology 2018 presentation on Melbourne pollen trendsHa Nguyen Phenology 2018 presentation on Melbourne pollen trends
Ha Nguyen Phenology 2018 presentation on Melbourne pollen trendsTERN Australia
 
Paul Beggs Phenology 2018 presentation on AusPollen
Paul Beggs Phenology 2018 presentation on AusPollenPaul Beggs Phenology 2018 presentation on AusPollen
Paul Beggs Phenology 2018 presentation on AusPollenTERN Australia
 
GEOSS Ecosystem Mapping for Australia
GEOSS Ecosystem Mapping for AustraliaGEOSS Ecosystem Mapping for Australia
GEOSS Ecosystem Mapping for AustraliaTERN Australia
 
TERN Ecosystem Surveillance Plots Roy Hill Station
TERN Ecosystem Surveillance Plots Roy Hill StationTERN Ecosystem Surveillance Plots Roy Hill Station
TERN Ecosystem Surveillance Plots Roy Hill StationTERN Australia
 
TERN Ecosystem Surveillance Plots Kakadu National Park
TERN Ecosystem Surveillance Plots Kakadu National ParkTERN Ecosystem Surveillance Plots Kakadu National Park
TERN Ecosystem Surveillance Plots Kakadu National ParkTERN Australia
 

More from TERN Australia (20)

Careers Grounded in Soils
Careers Grounded in SoilsCareers Grounded in Soils
Careers Grounded in Soils
 
TERN Australia Soil & Herbarium Collection Brochure
TERN Australia Soil & Herbarium Collection BrochureTERN Australia Soil & Herbarium Collection Brochure
TERN Australia Soil & Herbarium Collection Brochure
 
Summary of TERN monitoring plots in the Pilbara WA, Apr2015 - Jun2021
Summary of TERN monitoring plots in the Pilbara WA, Apr2015 - Jun2021Summary of TERN monitoring plots in the Pilbara WA, Apr2015 - Jun2021
Summary of TERN monitoring plots in the Pilbara WA, Apr2015 - Jun2021
 
Summary of TERN plots on Kangaroo Island, SA, Oct 2018 - Oct 2021
Summary of TERN plots on Kangaroo Island, SA, Oct 2018 - Oct 2021Summary of TERN plots on Kangaroo Island, SA, Oct 2018 - Oct 2021
Summary of TERN plots on Kangaroo Island, SA, Oct 2018 - Oct 2021
 
MER Pilot Network flyer 2020
MER Pilot Network flyer 2020MER Pilot Network flyer 2020
MER Pilot Network flyer 2020
 
Australia's Environmental Predictive Capability
Australia's Environmental Predictive CapabilityAustralia's Environmental Predictive Capability
Australia's Environmental Predictive Capability
 
Biodiversity Management in Tasmania's Temperate Native Forests
Biodiversity Management in Tasmania's Temperate Native ForestsBiodiversity Management in Tasmania's Temperate Native Forests
Biodiversity Management in Tasmania's Temperate Native Forests
 
Observing Environmental Change in Australia: Conversations for Sustainability
Observing Environmental Change in Australia: Conversations for SustainabilityObserving Environmental Change in Australia: Conversations for Sustainability
Observing Environmental Change in Australia: Conversations for Sustainability
 
Observing Environmental Change in Australia: Conversations for Sustainability
Observing Environmental Change in Australia: Conversations for SustainabilityObserving Environmental Change in Australia: Conversations for Sustainability
Observing Environmental Change in Australia: Conversations for Sustainability
 
Dr Michael Mirtl (ILTER Chair) presenting at the AusLTER Forum 2018
Dr Michael Mirtl  (ILTER Chair) presenting at the AusLTER Forum 2018Dr Michael Mirtl  (ILTER Chair) presenting at the AusLTER Forum 2018
Dr Michael Mirtl (ILTER Chair) presenting at the AusLTER Forum 2018
 
Prof Bob Scholes (Wits University, South Africa) presenting at the AusLTER Fo...
Prof Bob Scholes (Wits University, South Africa) presenting at the AusLTER Fo...Prof Bob Scholes (Wits University, South Africa) presenting at the AusLTER Fo...
Prof Bob Scholes (Wits University, South Africa) presenting at the AusLTER Fo...
 
Prof Phil Robertson (Michigan State University, USA) presenting at the AusLTE...
Prof Phil Robertson (Michigan State University, USA) presenting at the AusLTE...Prof Phil Robertson (Michigan State University, USA) presenting at the AusLTE...
Prof Phil Robertson (Michigan State University, USA) presenting at the AusLTE...
 
Dr Manuel Maass (National Autonomous University of Mexico) presenting at the ...
Dr Manuel Maass (National Autonomous University of Mexico) presenting at the ...Dr Manuel Maass (National Autonomous University of Mexico) presenting at the ...
Dr Manuel Maass (National Autonomous University of Mexico) presenting at the ...
 
Yuxia Liu Phenology 2018 poster on tracking grass phenology
Yuxia Liu Phenology 2018 poster on tracking grass phenologyYuxia Liu Phenology 2018 poster on tracking grass phenology
Yuxia Liu Phenology 2018 poster on tracking grass phenology
 
Qiaoyun Xie Phenology 2018 presentation on agricultural phenology
Qiaoyun Xie Phenology 2018 presentation on agricultural phenologyQiaoyun Xie Phenology 2018 presentation on agricultural phenology
Qiaoyun Xie Phenology 2018 presentation on agricultural phenology
 
Ha Nguyen Phenology 2018 presentation on Melbourne pollen trends
Ha Nguyen Phenology 2018 presentation on Melbourne pollen trendsHa Nguyen Phenology 2018 presentation on Melbourne pollen trends
Ha Nguyen Phenology 2018 presentation on Melbourne pollen trends
 
Paul Beggs Phenology 2018 presentation on AusPollen
Paul Beggs Phenology 2018 presentation on AusPollenPaul Beggs Phenology 2018 presentation on AusPollen
Paul Beggs Phenology 2018 presentation on AusPollen
 
GEOSS Ecosystem Mapping for Australia
GEOSS Ecosystem Mapping for AustraliaGEOSS Ecosystem Mapping for Australia
GEOSS Ecosystem Mapping for Australia
 
TERN Ecosystem Surveillance Plots Roy Hill Station
TERN Ecosystem Surveillance Plots Roy Hill StationTERN Ecosystem Surveillance Plots Roy Hill Station
TERN Ecosystem Surveillance Plots Roy Hill Station
 
TERN Ecosystem Surveillance Plots Kakadu National Park
TERN Ecosystem Surveillance Plots Kakadu National ParkTERN Ecosystem Surveillance Plots Kakadu National Park
TERN Ecosystem Surveillance Plots Kakadu National Park
 

Coupling ecophysiological data with models_Whitley