1. Impact of land surface temperature on ecosystem disturbance in lower shivalik range of Himalayas foothills [Uttarakhand, India] using Landsat 8 imagery.
- Author
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Garg, Abhisha, Khulbe, Manisha, and Singh, Hukum
- Subjects
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LAND surface temperature , *ECOLOGICAL disturbances , *LANDSAT satellites , *REMOTE-sensing images , *INVERSE relationships (Mathematics) , *ECOSYSTEMS - Abstract
In monitoring the ecosystem and climatic changes of the geomorphological area estimation of the Land Surface Temperature (LST) is important. In this paper we have estimated the fluctuation in ecosystem by correlating with LST, Atmospheric Temperature, Normalized Difference Vegetation Index (NDVI), Normalized Difference Water Index (NDWI), radiation and precipitation using Landsat 8 (OLI/ TIRS) imagery of Dehradun, Uttarakhand, India. Remotely sensed image of three consecutive year's i.e 2014, 2015 and 2016 of November were acquired to observe the correlation and inverse correlation among the parameters. In this paper Dark Object Subtraction and Radiometric Correction are done before image pre-processing Because of the cloud free conditions. Here no Atmospheric Correction is done. Ground trothing is also done to correlate the parameters obtained through satellite imagery. Regression analysis using R2 coefficient is also determined on the above parameters to estimate the correlation among them. R2 coefficient between LST and air temperature, max NDVI and max air temperature, max NDWI and LST, max NDWI and min NDVI shows positive correlation with accuracy equals to 99%. R2 coefficient between Radiation and LST shows inverse correlation which shows the direct impact on ecosystem disturbance. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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