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Investigating land-use/cover changes along the East-West Economic Corridor in Vietnam, Laos, and Thailand Stephen Leisz, PI (Colorado State University) Ngo The An, Co-I (Hanoi University of Agriculture) Andreas Heinimann, Co-I (Bern University) A. Terry Rambo, Collaborator

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Page 1: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

Investigating land-use/cover changes along the East-West Economic Corridor

in Vietnam, Laos, and Thailand

Stephen Leisz, PI (Colorado State University)

Ngo The An, Co-I (Hanoi University of Agriculture) Andreas Heinimann, Co-I (Bern University)

A. Terry Rambo, Collaborator

Page 2: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

Acknowledgements

University of Bern: Cornelia Hett, Kaspar Hurni

Khon Kaen University: Pat Phumchantuck

Funding: NASA Land-Cover / Land-Use Change Program

Page 3: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

Objective

• Research question: what, if any, is the impact of improved transportation routes on land-use/land-cover change. – Has land-use/cover change taken place within the

corridor?

– Has urbanization taken place? What is the nature of urbanization (extension of already urban areas or rural urbanization)?

– Are cross-border “teleconnections” evident in the corridor?

Page 4: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

Study Area: The East West Economic Corridor from Khon

Kaen, Thailand to Da Nang, Vietnam

• Initiated in 1992

• Objective: improve the regions connectivity and key sectors of the economy through improving the transportation infrastructure

• Funded by ADB, Japan, local countries

Khon Kaen

Dong Ha, Quang Tri

Hue

Da Nang

Sanannakhet

Page 5: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

Upgrades and extension of the EWEC

Page 6: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

Background

• Central Vietnam – Poorest region of the

country

– Two historical urban areas • Hue – ancient capitol

• Da Nang – 3rd largest city

– Deep water port

– Dynamic city government

– New urban area:

Dong Ha, Quang Tri Province

Page 7: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

• Southern Laos:

– One of poorest regions of Laos

– Largest urban area Savannakhet

– Lacking infrastructure and connectivity to other parts of SE Asia

Page 8: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

• Northeast Thailand:

– Poorest region of Thailand

– Poor agriculture potential

– Not well connected to Bangkok

– Largest urban area: Khon Kaen

Page 9: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

Methods • Land-use/cover change

analysis – Hypertemporal analysis of

MODIS EVI 16 day composite data from 2002 to 2014 to identify areas of recent change

– Landsat TM and ETM+ multi-date analysis to explore: • Details of recent changes • Longer change trends (1980s

to present)

– High resolution image analysis • Ground truth for medium

resolution data • Evidence to support changes

“Hypertemporal” MODIS EVI data July 2002 to February 2014 – 262 scenes

(100 km buffer around EWEC)

Page 10: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

Methods cont’d

• Fieldwork

– Ground truth data collection

– Interviews with province and district officials

• Impact of EWEC

• Recent changes – drivers of those changes

– Village/commune level research

• Livelihood systems

• EWEC

• Recent changes

Page 11: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

Results

• EWEC Impacts to date – Transportation

infrastructure upgraded

– Increased tourism from Thailand to Laos and Vietnam

– Slight increase in exports (reported 4% to 5% increase from Thailand, little from Laos)

Page 12: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

Indications of Land-Cover Change

• Hypertemporal analysis – Identified areas of

change

– Evidence of urban expansion from 2006

– Evidence of rural urbanization since 2006 (especially along transportation routes)

Page 13: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

Examples of Hypertemporal EVI Analysis

0

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Series1

Linear (Series1)

0

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1 9

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Series1

Linear (Series1)

Areas of no change

Indications of recent change

Indications of change in last 7 years

Page 14: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

Changes in Urban Areas

• Da Nang

– Expansion of residential areas

– Infilling of urban areas

– New industrial zones

– Expansion of tourism infrastructure

– Only 2 rural districts left (out of 7)

Page 15: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

• Hue – Urban growth in last

decade – Infilling of urban areas – Expansion of city – Tourism driven – Industrial zones not as

successful as in Da Nang

Thue-Tien Hue Province

Page 16: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

• Dong Ha, Quang Tri Province

– Quang Tri town expanded

– Dong Ha newly constructed in last decade

– Evidence of rural urbanization within Quang Tri

Page 17: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

Rural Urbanization

• Areas in special economic zone between Laos and Vietnam and village areas along major highways in corridor showing evidence of urban like growth (infrastructure development, change in the orientation of livelihood activities)

Page 18: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

Southern, Laos

• Savannakhet has grown – evidence it is further expanding

• Profited from ‘Friendship bridge’

• Increased tourism

• New university

Page 19: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

Northeast Thailand

– Undergoing rapid changes from rural focus to urban

– Regions land-use staying the same; land-cover transitioning to greater tree cover

– People focusing on ‘urban type’ livelihoods

– Most recently some FDI industries relocating from Bangkok

Page 20: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

Conclusion • Indications of LCLUC in the

corridor

• Indications of urban growth

• Indications of rural urbanization

• EWEC has increased connectivity between countries

• Further LCLUC analysis informed by fieldwork will help clarify these initial conclusions

Driving on the EWEC

Page 21: Investigating changes along the East-West Economic …lcluc.umd.edu/sites/default/files/lcluc_documents/9...Investigating land-use/cover changes along the East-West Economic Corridor

Appendix

• Hypertemporal analysis – Unsupervised clustering (K-means) of the image into

59 clusters

– Harmonic analysis; looking for clusters where significant decrease in EVI from one year to next

– These are areas of change

– Compared these areas to high resolution imagery

– Busted apart these clusters and reclassified them

– Final output shows areas in urban and rural areas where EVI decreased or stayed the same or increased