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Updated: Jan 13, 2026

In Situ Soil Moisture Sensors in Undisturbed Soils
Published on: November 18, 2022
Analyzing the Influence of Anthropogenic Heat on Groundwater Using Remote-Sensing and In Situ Data.
Surya Deb Chakraborty1, M Sami Zitouni1, Saeed Al Mansoori2
1College of Engineering and Information Technology, University of Dubai, Dubai 14143, United Arab Emirates.
Urban expansion in Bangalore significantly increased impervious surfaces, leading to higher land surface temperatures (LST) and heat fluxes. This urban heating impacts groundwater temperature (GWT), highlighting the need for sustainable urban planning.
Area of Science:
- Environmental Science
- Remote Sensing
- Urban Planning
Background:
- Urbanization leads to increased impervious surfaces, replacing natural landscapes and altering thermal dynamics.
- Urban heat transfer affects subsurface aquifers, impacting groundwater temperature.
Purpose of the Study:
- To map land use/land cover (LULC), land surface temperature (LST), and anthropogenic heat flux (Has) changes in Bangalore City.
- To validate satellite-derived data with in situ measurements of LST and groundwater temperature (GWT).
- To analyze the impact of urban expansion on thermal indicators and their correlation with GWT.
Main Methods:
- Utilized Landsat optical and thermal satellite data for LULC, LST, and Has mapping from 1999 to 2017.
- Employed in situ sensor-based measurements for LST and GWT validation.
- Performed correlation analysis between Has, LST, and GWT.
Main Results:
- Built-up area increased from 7.61% to 28.78%, with significant LST rise, especially in formerly green areas (~6 °C).
- Anthropogenic heat fluxes increased substantially (above 65 W/m2).
- Strong correlations found between in situ GWT and Has (R2 = 0.83) and LST (R2 = 0.78).
Conclusions:
- Bangalore's urban expansion significantly impacts LST, Has, and GWT.
- Satellite-derived urban heat indicators can be used for sustainable land use planning and urban ecosystem preservation.
- High collinearity allows for periodic monitoring of thermal changes using Landsat data for policy-making.
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