Assessment of urban growth in relation to urban sprawl using landscape metrics and Shannon’s entropy model in Jalpaiguri urban agglomeration, West Bengal, India

Abstract

The rapid urban growth and anthropogenic activities have posed a threat to the local environment and ecosystem around the world. This situation has become a hindrance to planners and policy makers for sustainable urban development. Therefore, this study mainly focuses on the assessment of urban growth patterns in relation to urban sprawl in Jalpaiguri urban agglomeration. Multi-temporal Landsat data have been used for land use change detection and urban sprawl quantification. The maximum likelihood classifier technique has been performed to create land use land cover maps for each study year (2001, 2011 and 2021). Urban expansion intensity index has been applied to determine the magnitude of urban expansion. Landscape metrics and Shannon’s entropy have been employed to assess the urban sprawl to a spatial extent. Spatiotemporal land use changes reveal that the non-urban class (vegetation, agriculture, water bodies, and fallow) have been decreasing consistently with an increase in built-up areas over time. Built-up area has increased by almost seven times in the span of the last 20 years (2001–2021). In the first decade, the growth rate of urban areas was 145.42% with a medium speed of expansion and in the next decade, it was 180.83% with a very high speed. Landscape metrics show that the fragmentation of the entire urban landscape into small patches happened from 2001 to 2011 in a higher magnitude indicating the occurrence of sprawling characteristics. But in recent times, the entire landscape is aggregating into large single urban patches which indicate a clumpy situation and would affect the local ecological environment. Shannon’s entropy model also verifies the compact urban sprawl in different directions and distances from the city centre. The understanding of urban growth dynamics and land use changes is essential for addressing the rapid urbanization within this urban region. There is an immediate need for an appropriate strategy for effective utilization of land use and monitoring of uncontrolled and haphazard urban growth. This research study would help the urban planner to take a specific scope of action for future urban growth and development.

Keywords:

• Urban growth
• landscape metrics
• Shannon’s entropy
• urban expansion intensity index
• environment

Acknowledgements

The authors are thankful to the editors and potential reviewers

Disclosure statement

No potential conflict of interest was reported by the author(s).

Authors contributions

SB, DR and BCS: Methodology, SB, DR and BCS: Software, SB, DR and BCS: Formal analysis and investigation, SB, DR, BCS, HGA, and HA: Writing—original draft preparation, SB, DR, BCS, HGA and HA: Writing—review and editing, SB, HGA and HA: Supervision. All authors have read and agreed to the published version of the manuscript.

Ethical approval

This article does not contain any studies with human participants or animals performed by any of the authors.

Availability of data

The data that support the findings of this study are available on request from the corresponding author.