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The LCLUC Spring Science Team Meeting April 18-19, 2016, Maryland Policy Shifts Influence the Functional Changes of the CNH Systems on Mongolian Plateau Jiquan Chen The LEES Lab, CGCEO/Geography Michigan State University Team members: Dan Brown, Ranjeet John, Changliang Shao, Ginger Arlington, Zutao Ouyang, Hogeun Park, Peilei Fan, Jiaguo Qi, Yaoqi Zhang, Amarjargal Amartuvshin, Ochirbat Batkhishig, Jingfeng Xiao, Qianlai Zhuang, Yaling Liu, Pasha Groisman, Martin Kappas, Liz Mack, many others

Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

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Page 1: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

The LCLUC Spring Science Team MeetingApril 18-19, 2016, Maryland

Policy Shifts Influence the Functional Changes of the CNH Systems on Mongolian Plateau

Jiquan ChenThe LEES Lab, CGCEO/Geography

Michigan State University

Team members: Dan Brown, Ranjeet John, Changliang Shao, Ginger Arlington, Zutao Ouyang, Hogeun Park, Peilei Fan, Jiaguo Qi, Yaoqi Zhang, Amarjargal Amartuvshin, Ochirbat Batkhishig, Jingfeng Xiao, Qianlai Zhuang, Yaling Liu, Pasha Groisman, Martin Kappas, Liz Mack, many others

Page 2: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

GPP (MOD17A3) ET (MOD16A3)

High : 142.3

Low : -66.5

High : 77.3

Low : -43.8

John et al 2016

In the very beginning, we were interested in

Spatiotemporal changes (trends) and regulations of CO2, H2O, and energy fluxes in a changing climate on the Mongolia Plateau

Mongolia

Page 3: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Two contrasting macro-systems on Mongolia Plateau Inner Mongolia (China) & Mongolia

• High latitude (>40 oN), high elevation (>1,000 m)

• Nomadic culture, with Mongols dominating the landscape

• Two contrasting societies (IM & MG): after WWII

• The center of atmospheric activities in East Asia for the monsoons

• How do policy shift alter the function of human and natural systems on Mongolia Plateau?

Page 4: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Spatiotemporal changes and regulations of C, H2O, and energy fluxes in a changing climate on Mongolia Plateau

Eddy-Covariance towersThe mobile flux towers

SD Modeling

Satellite

SSE %

Type 2.8924 64.3 2.4

Year 1.20423 26.8

Year*type 0.40085 8.9

total 4.49748

SSE %

Type 11425.4 83.6 5.77

Year 1981.1 14.5

Year*type 257.1 1.9

total 13663.6

(1) Gross Primary Production (GPP)

(2) Evapotranspiration (ET)

Chen et al. 2013

Page 5: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

In sum, it seems that

• The systems, not ecosystems, are very complex

• Almost no knowledge on the interactive feedbacks of human and physical drivers; but it is clear that the system is not driven by climate alone—as ecologists traditionally believe (e.g. temperature, precipitation)

• Feedbacks and interactions among HS/NS elements are unknown

• The underlying mechanisms are virtually unknown

Page 6: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Divergence of IM & MG as Coupled Human and Natural Systems

Chen et al. Bioscience, 2015

Page 7: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Dtemperature (60 yrs)

Mongolia

Inner Mongolia

Spatial mismatches among the elements of human systems (HS) and natural systems (NS)

Chen et al 2015

Page 8: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

2

0

-2

-4

-6

0 1,000500 Km

a)b)

c) d)

2009

TRMM JA

PDSI JA

2001

2

1

0

-1

-2

John et al 2013

Spatiotemporal changes in precipitation and drought on the Mongolian Plateau

Page 9: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

a) b)

c) d)

-1.7- -1.6

-1.6 - -0.6

-0.6 - -0.1

-0.1 - 0.2

0.2 - 0.9

-3.4- -2.6

-2.6 - -1.7

-1.7 - -0.8

-0.8 - -0.0

-0.0 - 0.8

-1.2 - -0.7

-0.7 - -0.5

-0.5 - -0.3

-0.3- -0.0

-0.0 - 0.5

-2.4 - -1.8

-1.8 - -1.2

-1.2 - -0.6

-0.6- -0.0

-0.0 - 0.5 0 1,000500 Km John et al 2016

Mann–Kendall spatial and temporal slope trends of a) total livestock density, b) goat livestock density, c) sheep livestock density, and d) total population density

Page 10: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Mining licenses (in ha) normalized by Soum area (ha)

Amartuvshin et al. in prep

Page 11: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Changes in livestock, policy, and climate in IM & MG: Policy Dimension

Mongolia

Inner MongoliaLive

sto

ck (h

ead

)

Extreme Drought& Cold Winter

Qi et al. (2012)

Page 12: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Abandoned village in Inner Mongolia: jobs

Page 13: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Policy-Driven Migration in Mongolia: Atar

Page 14: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

0 1,000500 Km

1990-2010

< -0.50

-0.5- 0

>1

Population migration in Mongolia

Page 15: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Population migration in Mongolia

1990-2010

< -0.50

-0.5- 0

>10 1,000500 Km

Page 16: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Population migration in Mongolia

1990-2010

< -0.50

-0.5- 0

>10 1,000500 Km

Page 17: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

LSK

NPP

GDP POP

Connecting the dots representing social, economic, ecosystem functions, and land use

GDP:POP

LSK

:NP

P

Chen et al. Bioscience, 2015

POP: population GDP: gross domestic productionNPP: net primary productionLSK: livestock

The three foundational pillars in sustainable science!

Economic Social

Environmental

Page 18: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Major Policy/Institution Shifts

Inner Mongolia

WTO 2001: China became a member of the World Trade Organization

GFG 2008: Grain for Green program

Mongolia

CSU 1991: Collapse of the Soviet Union

Atar 1995: Several shifts

Page 19: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Hypothesis tests using Structural Equation Modeling (SEM)

NPP

T

EVI

P

GDPP

POPD

LCC

LSKD

Albedo

Chen et al. 2015. Environ. Res. Lett.

Page 20: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Mongolian PlateauThe Structural Equation Modeling of the CNH system

NPP

GDPP

POPD

0.52

-0.23

0.33

LCC

LSKD

Albedo

-0.19T

EVI

P

Chen et al. 2015. Environ. Res. Lett.

The Plateau

Page 21: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Mongolian PlateauThe Structural Equation Modeling of the CNH system

NPP

GDPP

POPD

0.31

-0.18

0.39/0.43

LCC

LSKD

Albedo

WTO

-0.58

Prior/Post

GFG

T

P

EVI

NPPEVI_GFG(0,1) 0.88/0.80

Chen et al. 2015. Environ. Res. Lett.

Inner Mongolia

Page 22: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Mongolian PlateauThe Structural Equation Modeling of the CNH system

NPP

T

P

EVI

GDPP

POPD

0.46

-0.26

0.30/0.30

LCC

LSKD

Albedo

-0.13

CSU

Atar

Prior/PostNPPEVI_Atar (0,1) 0.93/0.88

Chen et al. 2015. Environ. Res. Lett.

Mongolia

Page 23: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Park et al., in prep (see poster)

Urbanization in six different cities in the Mongolian Plateau for 1990-2015

Page 24: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Preliminary results (local scale)

PLS-SEM in IM and MGfor the relationship of urban expansion, economy, social goods and environmental conditions in cities of IM and MG (1990-2015). The collinearity statistics of latent variables of two models are high (VIF > 0.2), and the latent variables of two models have higher convergent validity (average variance extracted , AVE > 0.5).

Park et al., in prep (see poster)

Page 25: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

±0 1,000 2,000 3,000500 Km

Chen et al, in prep

Preliminary results (regional scale)

Dynamics of macrosystems(Sustainability Index, SI) over a 20-year period along the Silk Road. Light color indicates a more sustainable system.

• Largest dryland on the Earth

• 22 juristic units (countries/Provinces)

• 3 clusters: East Asia, Central Asia, and the Middle East

• Major events: The Operation Desert Storm in 1991, Invasion after 9/11 in 2001, The WTO in 2002, etc.

1992

2001

2011

0.88

LEI_11

GDPP_11

GPPP_11

0 - 0.044

0.044 - 0.096

0.096- 0.161

0.161 - 0.264

0.264- 0.472

Page 26: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Take-home Messages

• Institution (e.g., policy) plays a critical role in maintaining the sustainability of a system: How?

Douglas North (1991): Institutions are the humanly devised constraints that structure political, economic and social interaction. They consist of both informal constraints (sanctions, taboos, customs, traditions, and codes of conduct), and formal rules (constitutions, laws, property rights).

• Resource-rich region: tower clusters (LEES Lab), multi-teams on paleoecology (Amy Hessl), cross-scale RS modeling (Martin Kappas-Germany), livestock (Maria Fernandez-Gimenez), urbanization (Peilei Fan), modeling (Qianlai Zhuang), synthesis (Dan Brown; Dennis Ojima), other unkowns.

• Others? Our synthesis workshop in Ann Arbor (May 12–13, 2016)

Environment

Page 27: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

In the end, there remains much work to do,

with a central focus on the role of institution through syntheses of data, models, and knowledge (Chen & Brown, LCLUC Synthesis Project, 2015-2017).

Page 28: Jiquan Chen - LCLUClcluc.umd.edu/sites/default/files/lcluc_documents/LCLUC041816_F.pdf · GPP (MOD17A3) ET (MOD16A3) High : 142.3 Low : -66.5 High : 77.3 Low : -43.8 John et al 2016

Thank You!

Data, publications, updates, contacts, questions, etc. can be accessed through project webpage at

http://lees.geo.msu.edu/research/cnh_mongolia.html