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Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies Group Auburn University, AL 36849, USA & NASA IDS Project Participants*
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Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Jan 16, 2016

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Page 1: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and

Terrestrial Ecosystems of China

Hanqin Tian

Ecosystem and Regional Studies Group

Auburn University, AL 36849, USA &

NASA IDS Project Participants*

Page 2: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

*The NASA IDS Project Participants:

• Jerry M. Melillo, David Kicklighter, Ben Felzer, The Ecosystem Center, Marine Biological Laboratory, Woods Hole, USA.

• Steven Running, Maosheng Zhao, Qiaozhen Mu, University of Montana, Missoula, USA.

• Jiyuan Liu, Guoyui Yu, Aifeng Lv, Chaoqun Lv, Wei Ren, Xiaofeng Xu, IGSNRR, Chinese Academy of Sciences, Beijing, 100101, China.

• Ranga Myneni, Yuri Knyazikhin, Nikolay Shabanov, Boston University, Boston, USA.

• Mingliang Liu, Shufen Pan, Hua Chen, Siqing Chen, Guangsheng Chen, Chi Zhang, Auburn University.

Page 3: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Sink and Source of CO2 by Regions as Estimated by Inverse Modeling Approach

Investigators & Sources

North America

Eurasia

Tropics

Fan et al. (1998) (CMC, USA)

1.7 ± 0.5

0.1 ± 0.6

-0.2 ± 0.9

Rayner et al. (1999)

(CRCSHM, Australia)

0.5

0.2

0.0

Bousquet et al. (1999)

(LSCE, France)

0.5 ± 0.6

1.8

-1.1

Page 4: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

– The US carbon sink: Forest inventory, bookkeeping model--land use change, and inverse model (Birdsey and Health, 1995, Houghton et al. 1999, Capersen et al. 2000, Pacala et al. 2001) (0.3-0.58 Pg/yr).

– The Eurasian carbon sink has received less attention.

IPCC TAR (Prentice et al. 2001): both North America and Eurasia served as carbon sinks during the 1990s, suggesting a net sink of 1-2.5 Pg C yr-1 that is distributed relatively evenly between North America and Eurasia.

From both scientific and policy perspectives, it is of critical importance to quantify regional carbon budget and mechanisms controlling the carbon cycle.

Page 5: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

We haven’t succeeded in answering all problems. The answers we have found only serve to raise a whole set of new questions. In some ways, we feel we are as confused as ever, but we believe we are confused on a higher level and about more important things.

Page 6: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Everything about China, good or bad, is BIG!

China is the world’s third largest country, the most rapidly developing nation and home to 1.3 billion people. Since the early 1980s, the unprecedented combination of economic and population growth has led to a dramatic land transformation across the nation. China is “Natural Laboratory” for studying dynamics of coupled natural and human systems as well as the carbon cycle.

Page 7: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Total Population: 1,306,313,812 (July 2005 est.)

Page 8: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Population distribution of 2000 in China(cell size = 1 km, Unit: persons per km2)

0 – 2

2-5

5-10

10-30

30-50

50-80

80-100

100-200

200-300

300-400

400-500

500-600

600-700

700-800

800-900

900-1000

1000-1100

1100-1200

1200-1300

1300-1400

1400-1500

1500-1600

1600-1700

1700-1800

1800-1900

1900-2000

2000-2200

> 2200

Page 9: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

1950 1970 1978 1990 2000 2002 2020

1317 18

27

3537

60

Ch

ines

e P

op

ula

tio

n u

rba

niz

ed

(%

)

Rapid urbanization in China

Page 10: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Liu, J., H.Q. Tian, M. Liu, D. Zhuang, J.M. Melillo and Z. Zhang (2005). Geophys. Res. Lett., 32, L02405, doi:10.1029/2004GL021649.

Large-scale land transformation estimated with satellite data

Page 11: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

OBJECTIVES:

Our study will be organized by two linked questions:

Q1 - HOW HAVE PRIMARY PRODUCTION AND CARBON STORAGE CHANGED IN CHINA OVER THE PAST TWO DECADES?

Q2 - WHAT MECHANISMS HAVE HAD MAJOR EFFECTS ON CHANGES IN THESE FLUXES AND STOCKS? We will consider the relative roles of: (a) climate variability, (b) changes in land cover and use, (c) changes in fire disturbance, (d) changes in the chemistry of precipitation (particularly nitrogen), and (e) changes in the composition of the atmosphere (carbon dioxide, ozone).

Page 12: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

APPROACHES:

Here we try to combine remote-sensing data (MODIS, AVHRR, Landsat-TM/ETM) and a set of biogeochemical simulation models (TEM, Biome-BGC and A new model) to quantify the consequences of land transformations and other environmental changes on productivity in forests and other “natural” ecosystems and carbon sequestration.

Page 13: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Satellite Data

Eddy Flux

Ecosystem Experiments

Flask Data

MeasuringModeling

Synthesis

The Integrated Approach Quantifying Regional C Dynamics

Page 14: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

BIOME-BGC

Page 15: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

The Terrestrial Ecosystem Model (TEM)

Page 16: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

A New Model of Coupled Biogeochemical Cycles

Page 17: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Data Development• Climate

• Land use history

• O3

• CO2

• Other data: elevation, soil texture, potential vegetation

Page 18: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

1900 2000

18001700

Historical Cropland & Urban area distribution (10 X 10 km)

Page 19: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

1961-2000 Annual mean temperature (0.1℃)

1961-2000 Average annual precipitation(0.1mm)

Page 20: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Mean annual N deposition in 1990s in China (mg N/m2)

Page 21: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Mean surface O3 concentration in 1990s in China (Unit: D40)

Page 22: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

19881989199019911992199319941995199619971998199920002001

Page 23: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Simulation Experiments

1. Climate Only

2. CO2 only3. Land use only

4. O3 only5. Climate + Land use

6. Climate + CO2 + Land Use

7. Climate + CO2 + O3

8. Climate + CO2 + O3 + Land use

Page 24: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

TEM-based estimate on vegetation and soil carbon in 2000 (Climate_CO2_LUCC_O3)

Vegetation CarbonSoil Organic Carbon

gC/m2gC/m2

Page 25: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Change in total carbon storage (gC/m2)

1980-2000

1860-2000

Page 26: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Mean annual Net Carbon Exchange (1981-1990) (gC/m2/yr)

Mean annual Net Carbon Exchange (1991-2000) (gC/m2/yr)

Page 27: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Ozone effect on carbon storage during 1860-2000 (gC/m2)

Page 28: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

-0.8

-0.6

-0.4

-0.2

0.0

0.2

0.4

0.619

80

1981

1982

1983

1984

1985

1986

1987

1988

1989

1990

1991

1992

1993

1994

1995

1996

1997

1998

1999

2000

Climate_CO2_LUCC_O3

LUCC only

Climate only

CO2 only

O3 only

Annual Net Carbon Exchange (PgC/yr)

Page 29: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

-16.0

-14.0

-12.0

-10.0

-8.0

-6.0

-4.0

-2.0

0.0

2.0

4.0

6.0

1860

1865

1870

1875

1880

1885

1890

1895

1900

1905

1910

1915

1920

1925

1930

1935

1940

1945

1950

1955

1960

1965

1970

1975

1980

1985

1990

1995

2000

CO2 only

LUCC only

O3 only

Climate only

Climate_CO2_LUCC_O3

Cumulative Net Carbon Exchange (Pg C)

Page 30: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Relative contribution of CO2, climate, land use and O3 to carbon fluxes during 1981-2000 (Pg C/yr)

Page 31: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Annual NPP, HR, NEP and NEE trends during 1961-2000 derived from Biome-BGC.

NPP RH

NEP NEE

Page 32: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Decadal variations in carbon emission induced by forest fires across China

Page 33: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

a) Mean AVHRR NPP from 1982-2000 b) NPP trend from 1982-2000 c) Mean MODIS NPP d) Mean NPP as estimated by a new model.

a. b. c.

d.

Page 34: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

CH4 emission from cropland derived from a new coupled biogeochemical model

1980 2000

Page 35: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

Summary• The combined effect of climate, CO2, land use and O3 on net carbon exchange show that terrestrial China acted as a small carbon sink ( 64 Tg C per year) during 1980-2000, but showing substantial year-to-year variation.

• For the time period from 1980 to 2000, both land use and CO2 resulted in carbon uptake while climate and O3 led to carbon release. During 1860-2000, however, land-use change resulted in a large release of carbon to the atmosphere (about 12 Pg C).

• CH4 emission from agricultural land varied from 6 to 16 Tg C per year. Fire-induced carbon emission is about 11.3 Tg C per year.

• In any year over the period 1980-2000, net carbon exchange can be very large in one location but very small or negative in another location because of the spatial heterogeneity of vegetation, soils and climate.

• Additional factors needed to be considered include N deposition, Forest management and agronomic practices.

• In the future, Model intercomparison needs to be done. Also modeled results need to be evaluated against field data.

Page 36: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.

ACKNOWLEDGMENT

This study is supported by NASA

Interdisciplinary Science Program

(NNG04GM39C).

Page 37: Spatial and Temporal Patterns of Carbon Exchanges between the Atmosphere and Terrestrial Ecosystems of China Hanqin Tian Ecosystem and Regional Studies.