Negative Impact on Narmada river due to excessive sand mining
Erosion due to illegal mining of sand
Landsat satellite images used for this study purposes.
Satellite/Sensor |
Spatial
Resolution (m)/Row/Path |
Date
of Acquisition |
Spectral
bands (um) |
Data
source |
Landsat-8
(OLI/TIRS) |
30/45/136 |
23/06/2023 |
Band
2 Blue (0.450 - 0.51 Β΅m) 30 m. Band
3 Green (0.53 - 0.59 Β΅m) 30 m. Band
4 Red (0.64 - 0.67 Β΅m) 30 m. Band
5 Near-Infrared (0.85 - 0.88 Β΅m) 30 m. Band
6 SWIR 1(1.57 - 1.65 Β΅m) 30 m. Band
7 SWIR 2 (2.11 - 2.29 Β΅m) 30 m. |
https:// earthexplorer. usgs.gov/
.com
|
Evaluation of Erosion and Accertion
For the designated bank, the measurement of newly built land and lost land between 2009 and 2019 was completed independently . After drawing the riverbank lines for two chosen years, movement was found in kml file format.
Channel Migration, River Flow Pattern and Cross-section
Through the study of satellite imagery, river channel migration was identified. Landsat satellite images 4-5 TM C1 Level-1 and Landsat 8 OLI/TIRS C1 Level-1 were used in the study. An unsupervised categorization of the target area, which showed the river flow pattern, was done using Arc GIS 10.4. There are multiple processes in this drawing process. First, each point's geographic coordinates were gathered using Google Earth Pro program and saved as a kml file. Six sets of data in all were collected from the study region. There are four data sets for each point: 1993, 2003, 2013, and 2023. Second, GPS Visualizer was used to update and convert the altitude values of these sites into GPX format. Moreover, TCX and Microsoft Excel Office 2016 analyzed and transformed these GPX files into CSV format. software. Finally, these data were plotted into Surfer 13 software to delineate contour maps as well as elevation profiles of each site.
Map of erosion and
assertion generated through GIS (Pink represent erosion and Green represent
assertion)
Net erosion and accretion statistics of the Narmada River, Raisen
Time duration |
Location (Narmada river) |
Erosion (ha) |
Erosion Rate (ha/year) |
Accertion (ha) |
Accertion Rate (ha/year) |
|
1993-2023 |
Right bank |
47.73 |
14.774 |
22.22 |
11.72 |
19.6 |
Left bank |
71.05 |
71.05 |
19.8 |
9.54 |
11.2 |
|
Total reach |
118.78 |
85.78 |
42.02 |
21.26 |
30.8 |
Normalize Difference Water Index (NDWI)
The processing of satellite pictures taken on October 26, 2009, and November 23, 2019 allowed for the visualization of riverbank erosion. A map known as the Normalized Difference Water Index (NDWI) was developed in order to compare the riverbank lines of two distinct photographs. To distinguish between the open ground, vegetation, and water body in the study area, NDWI is utilized in this investigation.
This following formula has been
used to make the NDWI map:
NDWI = πΊπ
πΈπΈπ−ππΌπ
/πΊπ
πΈπΈπ+ππΌπ
NDWI
values in between -1 to 1 indicate water body because of higher reflectance of
NIR band than G band whereas, negative NDWI values indicate vegetation.
Both GIS-based geographical
analysis and erosion-assertion data, which combined confirm the extent of
ecological degradation, make the environmental effects of sand mining in the
Narmada River more and more obvious. Significant channel shifting, bank erosion,
and riparian vegetation loss in high-extraction zones are among the notable
changes in river morphology that GIS indexing has shown. Field data showing
increased rates of erosion, sediment imbalance, and decreasing groundwater
levels further corroborate these geographical findings. The statement data
supports the disturbance of biodiversity and the loss of aquatic ecosystems.
Uncontrolled sand mining is endangering the sustainability of nearby ecosystems
in addition to the river's structural integrity. To protect the ecological
balance of the Narmada, this study emphasizes the critical necessity for
real-time GIS monitoring, eco-restorative measures, and scientifically informed
sand mining regulations.
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