spatiotemporal changes of water logged area in south-western...

12
Spatiotemporal Changes Of Water Logged Area In South-Western Bangladesh Md. Rejouanul Islam 1 , Zia U Ahmed 2 , Main Uddin Miah 1 , Hasan M Abdullah 1 * 1 Department of Agroforestry and Environment, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur-1706 2 International Maize and Wheat Improvement Center, CIMMYT Email: [email protected] Coastal Zone Management 1

Upload: others

Post on 20-May-2020

1 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Spatiotemporal Changes Of Water Logged Area In South-Western …gobeshona.net/wp-content/uploads/2017/01/1.-Mr.-Hasan-M... · 2017-01-10 · Spatiotemporal Changes Of Water Logged

Spatiotemporal Changes Of Water Logged Area In South-Western Bangladesh

Md. Rejouanul Islam1, Zia U Ahmed2, Main Uddin Miah1, Hasan M Abdullah1*1Department of Agroforestry and Environment, Bangabandhu Sheikh Mujibur

Rahman Agricultural University, Gazipur-17062International Maize and Wheat Improvement Center, CIMMYT

Email: [email protected]

Coastal Zone Management

1

Page 2: Spatiotemporal Changes Of Water Logged Area In South-Western …gobeshona.net/wp-content/uploads/2017/01/1.-Mr.-Hasan-M... · 2017-01-10 · Spatiotemporal Changes Of Water Logged

2

Background of the Study

Water-logging is one of the major environmental problems in

the south-western part of Bangladesh

Riverbed siltation along with back water effect due to sea-level

rise and high tide is leading to prolonged water-logging in this

area

Aquaculture also play an important role

Page 3: Spatiotemporal Changes Of Water Logged Area In South-Western …gobeshona.net/wp-content/uploads/2017/01/1.-Mr.-Hasan-M... · 2017-01-10 · Spatiotemporal Changes Of Water Logged

3

Crop damage

Shrimp farm

Saline water

intrusion

Water logged

Salinity

buildup

Cause & Effect cycle

Page 4: Spatiotemporal Changes Of Water Logged Area In South-Western …gobeshona.net/wp-content/uploads/2017/01/1.-Mr.-Hasan-M... · 2017-01-10 · Spatiotemporal Changes Of Water Logged

4

Sequential visualization of water logged area using Landsat Imagery

Page 5: Spatiotemporal Changes Of Water Logged Area In South-Western …gobeshona.net/wp-content/uploads/2017/01/1.-Mr.-Hasan-M... · 2017-01-10 · Spatiotemporal Changes Of Water Logged

5

Methodology

To carry out this change detection, Landsat imageries from

1973, 1989, 1995, 2000, 2005, 2010 and 2015 were used

Training datasets were generated in ArcGIS environment to

classify the satellite imagery

Supervised classification was done using Random Forest

Algorithm

A post classification comparison or change detection was

followed to calculate transformation of waterlogged area

Page 6: Spatiotemporal Changes Of Water Logged Area In South-Western …gobeshona.net/wp-content/uploads/2017/01/1.-Mr.-Hasan-M... · 2017-01-10 · Spatiotemporal Changes Of Water Logged

6

Training data collection location

Page 7: Spatiotemporal Changes Of Water Logged Area In South-Western …gobeshona.net/wp-content/uploads/2017/01/1.-Mr.-Hasan-M... · 2017-01-10 · Spatiotemporal Changes Of Water Logged

7

Results and Discussion

Page 8: Spatiotemporal Changes Of Water Logged Area In South-Western …gobeshona.net/wp-content/uploads/2017/01/1.-Mr.-Hasan-M... · 2017-01-10 · Spatiotemporal Changes Of Water Logged

8

Page 9: Spatiotemporal Changes Of Water Logged Area In South-Western …gobeshona.net/wp-content/uploads/2017/01/1.-Mr.-Hasan-M... · 2017-01-10 · Spatiotemporal Changes Of Water Logged

9

Existing land use and land

cover of Satkhira In 2015

Page 10: Spatiotemporal Changes Of Water Logged Area In South-Western …gobeshona.net/wp-content/uploads/2017/01/1.-Mr.-Hasan-M... · 2017-01-10 · Spatiotemporal Changes Of Water Logged

10

0 20000 40000 60000 80000 100000 120000

Acerage (H

a)

2015 2010 2005 2000 1995 1989 1973

Page 11: Spatiotemporal Changes Of Water Logged Area In South-Western …gobeshona.net/wp-content/uploads/2017/01/1.-Mr.-Hasan-M... · 2017-01-10 · Spatiotemporal Changes Of Water Logged

11

The study demonstrated that waterlogged area increased by63% (1989), 80% (1995), 247% (2000), 360% (2005), 427%

(2010) and 276% (2015) compared to baseline (1973)

Page 12: Spatiotemporal Changes Of Water Logged Area In South-Western …gobeshona.net/wp-content/uploads/2017/01/1.-Mr.-Hasan-M... · 2017-01-10 · Spatiotemporal Changes Of Water Logged

12

Thank you!!