Pre- and Post-Tsunami Aceh through Satellite Imagery

This is my final project for one of the best classes I have taken at Brown so far — Global Environmental Remote Sensing (Spring 2015).

Using Landsat 5 TM imagery, I attempted to explore the relationship between land cover changes and socioeconomic growth in pre- and post-tsunami Aceh, Indonesia. To do so, I compared land cover in December 2004 (pre-tsunami), January 2005 (right after tsunami), and February 2010 (post-tsunami).

all
Figure 1: Preprocessed images displayed in natural color (321)

I used ENVI to do the necessary preprocessing (dark pixel subtraction and reflectance calibration), select the region of interest (Banda Aceh and Aceh Besar), and finally perform spectral mixture analysis  — with four end members: urban, sediment, vegetation, and shades — to quantify land cover changes.

We can see from Table 1 that the percentage of urban and sediment areas increase quite significantly, whereas vegetation and shade areas decrease.

My findings suggest that remote sensing can be used to correlate land cover changes with socioeconomic growth in Aceh, Indonesia. The results obtained in this project display relatively similar trends as the growing economic sectors and population growth in the region, as well as a previous study that maps the land use changes within the same time period (Achmad, 2013).

Reference: 

Achmad, A. (2013). Land use changes in the urban growth process after a tsunami using RS and GIS: A case of Banda Aceh, Indonesia. CSIS (Center for Strategic and International Studies) Days 2014, Tokyo, Japan.

Land cover changes
Figure 2: Stacked end member map in (red) 2004, (cyan) 2010: (top-left) sediment, (top-right) shades, (bottom-left) urban, (bottom-right) vegetation
Land cover changes
Table 1: Land cover changes
Advertisements

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out /  Change )

Google photo

You are commenting using your Google account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

Connecting to %s