cq4. ecosystem function and diversity dar roberts , martha ... · cq4. ecosystem function and...

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CQ4. Ecosystem Function and Diversity Dar Roberts 1 , Martha Anderson 2 1) UC Santa Barbara Department of Geography [email protected] , 805-893-2276 2) USDA ARS [email protected], 301-504-6616 Members/contributors: Bob Knox, Kevin Turpie, Rick Allen, Susan Ustin, Scott Ollinger

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Page 1: CQ4. Ecosystem Function and Diversity Dar Roberts , Martha ... · CQ4. Ecosystem Function and Diversity Dar Roberts1, Martha Anderson2 1) UC Santa Barbara Department of Geography

CQ4. Ecosystem Function and DiversityDar Roberts1, Martha Anderson2

1) UC Santa Barbara Department of [email protected], 805-893-2276

2) USDA [email protected], 301-504-6616

Members/contributors: Bob Knox, Kevin Turpie, Rick Allen, Susan Ustin, Scott Ollinger

Page 2: CQ4. Ecosystem Function and Diversity Dar Roberts , Martha ... · CQ4. Ecosystem Function and Diversity Dar Roberts1, Martha Anderson2 1) UC Santa Barbara Department of Geography

CQ4: Overarching Question

• How do species, functional type, and biodiversity composition within ecosystems influence the energy, water and biogeochemical cycles under varying climatic conditions?

Page 3: CQ4. Ecosystem Function and Diversity Dar Roberts , Martha ... · CQ4. Ecosystem Function and Diversity Dar Roberts1, Martha Anderson2 1) UC Santa Barbara Department of Geography

CQ4. Sub Questions• How is physiological function affecting water and carbon exchange

expressed at the ecosystem scale, especially down-regulation due to environmental stress factors? [DS 166, 196, 203, 206, 368]

• What is the vegetation phenological response to seasonal and interannual changes in temperature due to climate change and how does this response vary at the community/species level? [DS 196, 203, 206]

• What are the feedbacks between changes in canopy composition, crown mortality and retrieved canopy temperatures resulting from disturbances (e.g., disease, moisture deficiency, insect attack) in forest ecosystems? [DS 166, 196, 203, 206]

• How do climate-induced temperature and moisture changes impact the distribution and spread of invasive species? [DS 196,203]

• Water use and availability?

Page 4: CQ4. Ecosystem Function and Diversity Dar Roberts , Martha ... · CQ4. Ecosystem Function and Diversity Dar Roberts1, Martha Anderson2 1) UC Santa Barbara Department of Geography

A Few Comments About Environmental Stress (1)

• Environmental stress can be induced by environmental change, including:– Fragmentation, creating more edge environments – Large-scale climate change

• Altered temperature regimes and precipitation patterns– Modified timing of the start, peak and end of the growth season– Changes in plant available soil moisture

– Interannual variability• Short-term drought, El nino

Page 5: CQ4. Ecosystem Function and Diversity Dar Roberts , Martha ... · CQ4. Ecosystem Function and Diversity Dar Roberts1, Martha Anderson2 1) UC Santa Barbara Department of Geography

A Few Comments About Environmental Stress (2)

• Environmental stress is often expressed in ecosystems in multiple ways, including:– Physiological

• The xanthophyll cycle (PRI)• chlorophyll fluourescence• Changes in evapotranspiration

– Actual ET vs Potential ET– Biochemical

• Changes in plant pigments, nitrogen use, N/C ratios, leaf water– Community

• Community composition and competition– Physical

• Canopy temperature• Wilting• Mortality/leaf shedding

Page 6: CQ4. Ecosystem Function and Diversity Dar Roberts , Martha ... · CQ4. Ecosystem Function and Diversity Dar Roberts1, Martha Anderson2 1) UC Santa Barbara Department of Geography

CQ4. Sub Questions

• How is physiological function affecting water and carbon exchange expressed at the ecosystem scale, especially down-regulation due to environmental stress factors? [DS 166, 196, 203, 206, 368]

Page 7: CQ4. Ecosystem Function and Diversity Dar Roberts , Martha ... · CQ4. Ecosystem Function and Diversity Dar Roberts1, Martha Anderson2 1) UC Santa Barbara Department of Geography

Estimating carbon uptake using PRI &NDVI

Developed a relationship between NDVI (FPAR) and PRI (quantum efficiency)Calibrated with flux tower data

Rahman et al., 2001

Page 8: CQ4. Ecosystem Function and Diversity Dar Roberts , Martha ... · CQ4. Ecosystem Function and Diversity Dar Roberts1, Martha Anderson2 1) UC Santa Barbara Department of Geography

30

35

40

45

100

200

300

400

500

1 July 2002 – 10:30AM CST

Dis

ALE

XI(L

ands

at)

Dis

ALE

XI(U

SU

airc

raft)

Catchm

ent(60m

)Field scale

(30m)

CORNCORN

SOYSOY

SURFACE TEMPERATURE EVAPOTRANSPIRATION

ALE

XI(G

OE

S Im

ager

) Regional(5km

)

ALE

XI(G

OES

Sou

nder

) Continental

(10km)

Tem

pera

ture

(C)

Latent Heat (W

m-2)

Dis

ALE

XI(M

OD

IS)

Watershed

(1km)

•Multi-scale estimatesof ET using temperature

•Synergisms betweencrop ID, albedo and physiologicalstress measures

From Martha Anderson

Page 9: CQ4. Ecosystem Function and Diversity Dar Roberts , Martha ... · CQ4. Ecosystem Function and Diversity Dar Roberts1, Martha Anderson2 1) UC Santa Barbara Department of Geography

20022002

20032003

20042004

20052005

20062006

20072007

WetDry

Thermal Drought: SEASONAL ANOMALIESThermal Drought: SEASONAL ANOMALIESApril April -- SeptemberSeptember

ΔESIΔESI ΔZΔZ ΔESIΔESI ΔZΔZ

ESIESI = 1 = 1 ––AETAETPETPET

Anderson et al., 2007

Page 10: CQ4. Ecosystem Function and Diversity Dar Roberts , Martha ... · CQ4. Ecosystem Function and Diversity Dar Roberts1, Martha Anderson2 1) UC Santa Barbara Department of Geography

CQ4. Sub Questions• What is the vegetation phenological response to

seasonal and interannual changes in temperature due to climate change and how does this response vary at the community/species level? [DS 196, 203, 206]

Page 11: CQ4. Ecosystem Function and Diversity Dar Roberts , Martha ... · CQ4. Ecosystem Function and Diversity Dar Roberts1, Martha Anderson2 1) UC Santa Barbara Department of Geography

High Latitude Phenology

0

0.1

0.2

0.3

0.4

0.5

0.6

0 2 4 6 8 10 12

Month

ND

VI

1983

1993

Extended GrowthSeason

Increased Amplitude

Myneni et al., 1997: NatureTucker et al., 2001: Int. J. Biometeol

Roberts et al., 1999

The extended growth season and increasedNDVI amplitude are likely a response to higher temperaturesImportant compositional changes and feedbackssuch as forest/tundra albedo feedbacks are likely important

Page 12: CQ4. Ecosystem Function and Diversity Dar Roberts , Martha ... · CQ4. Ecosystem Function and Diversity Dar Roberts1, Martha Anderson2 1) UC Santa Barbara Department of Geography

CQ4. Sub Questions

• What are the feedbacks between changes in canopy composition, crown mortality and retrieved canopy temperatures resulting from disturbances (e.g., disease, moisture deficiency, insect attack) in forest ecosystems? [DS 166, 196, 203, 206]

Page 13: CQ4. Ecosystem Function and Diversity Dar Roberts , Martha ... · CQ4. Ecosystem Function and Diversity Dar Roberts1, Martha Anderson2 1) UC Santa Barbara Department of Geography

Crown Mortality: Pine Beetles (Halligan, 2007)

500 1000 1500 2000

0.0

0.1

0.2

0.3

0.4

0.5

0.6

RED Spectrum Unmixed

Wavelength (nm)

Ref

lect

ance

REDModel residualModeled spectrumABLABARK

500 1000 1500 2000

0.1

0.2

0.3

0.4

0.5

Reference Endmembers

Wavelength (nm)

Ref

lect

ance

BARKREDLIVE

Study Site in Yellowstone National ParkSpectra of red and grey attack phases

Modeled red-phase attack

Hymap image of crown mortality(left), NAIP image (right), residualcenter. Blue pixels in the center showGrey phase attack, magenta red phase

Pine beetles are spreading in response to higher temperatures

Page 14: CQ4. Ecosystem Function and Diversity Dar Roberts , Martha ... · CQ4. Ecosystem Function and Diversity Dar Roberts1, Martha Anderson2 1) UC Santa Barbara Department of Geography

Crown Mortality

True color image showing multipleStages of crown mortality

Spectra of uninfected (Current), green(2 &3), yellow and red-phase attack

From Wulder M et al., 2005, Forest.Ecol. Management

The spectroscopic impact of forest pathogensis clear. Changes in trace gasses fluxes andemissivity are less clear

Page 15: CQ4. Ecosystem Function and Diversity Dar Roberts , Martha ... · CQ4. Ecosystem Function and Diversity Dar Roberts1, Martha Anderson2 1) UC Santa Barbara Department of Geography

CQ4. Sub Questions

• How do climate-induced temperature and moisture changes impact the distribution and spread of invasive species? [DS 196, 203]

Page 16: CQ4. Ecosystem Function and Diversity Dar Roberts , Martha ... · CQ4. Ecosystem Function and Diversity Dar Roberts1, Martha Anderson2 1) UC Santa Barbara Department of Geography

Low, Medium, High Cover

Cheat Grass, Disturbance and Change

Invasive Cheatgrass •Cheat grass is spreading through a combination of disturbance and strategic moisture use (early growth and maturation)

•Cheat grass alters fire regimes, facilitating its spread

•Early Cheat grass ET reduces soil moisture, reducing competition

•HyspIRI is critical for estimating ET and mapping Cheat grass through phenology

Palouse Plateau

From Susan Ustin

Page 17: CQ4. Ecosystem Function and Diversity Dar Roberts , Martha ... · CQ4. Ecosystem Function and Diversity Dar Roberts1, Martha Anderson2 1) UC Santa Barbara Department of Geography

Summary

• Temperature is a major factor modifying the timing of important ecosystem processes

• Ecosystem response to environmental changes in temperature and moisture are expressed in the form of physiology, canopy composition and competition

• Environmental changes in temperature and moisture facilitate large scale shifts in ecosystems, invasive species and feedbacks– Forest-tundra feedback

• HyspIRI will improve our ability to quantify these changes and lead to improved observations (ie, temperature estimates better accounting for crown mortality)

• Much of the potential of combined thermal and VNIR/SWIR is unexplored