Skip to main content

Analyzing Trends of Urbanization and Concomitantly Increasing Environmental Cruciality—A Case of the Cultural City, Kolkata

  • Chapter
  • First Online:
Environment and Earth Observation

Part of the book series: Springer Remote Sensing/Photogrammetry ((SPRINGERREMO))

Abstract

The environment in the city of Kolkata has suffered an extensive damage at hands of urban expansion. This study investigates the urban expansion in Kolkata over the last few decades and assesses its impact on environmental criticality using satellite derived parameters. An Environmental Cruciality Indicator (ECI) was developed using the vegetation indices and the land surface temperature (LST). Landsat TM and ETM+ data for the years 1989, 2006, and 2010 have been employed for this study. Land use land cover (LULC) maps were prepared using supervised classification with an accuracy of 86–90 % (0.82–0.87 kappa). Urban expansion amounting up to 109 km2 was observed in the city over the past two decades. These changes modified some other environmental variables such as the moisture intensity of the surface, LST, greenness, and the built-up intensity. These changes further impact the quality of environment that was analyzed using the ECI. The indices used were Normalized Difference Vegetation Index (NDVI), Normalized Difference Water Index (NDWI), and Normalized Difference Built-up Index (NDBI). Satellite derived ECI shows a degrading trend for environment in larger parts of the city. The magnitude and spatial extent of higher environmental cruciality are coherent with the urbanization (sparse and dense settlement) patterns in and around the city. LULC has been an important factor determining the health of the environment and hence influencing the local climate.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 119.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 159.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 159.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Akbari H, Menon S, Rosenfeld A (2009) Global cooling: increasing world-wide urban albedos to offset CO2. Clim Change 94:275–286

    Article  Google Scholar 

  • Amiri R, Weng Q, Alimohammadi A, Alavipanah SK (2009) Spatial–temporal dynamics of land surface temperature in relation to fractional vegetation cover and land use/cover in the Tabriz urban area, Iran. Remote Sens Environ 113:2606–2617

    Article  Google Scholar 

  • Biamonte E, Sandoval L, Chacón E, Barrantes G (2011) Effect of urbanization on the avifauna in a tropical metropolitan area. Landsc Ecol 26:183–194

    Article  Google Scholar 

  • Buyantuyev A, Wu J (2010) Urban heat islands and landscape heterogeneity: linking spatiotemporal variations in surface temperatures to land-cover and socioeconomic patterns. Landsc Ecol 25:17–33

    Article  Google Scholar 

  • Chelsea Nagy R, Graeme Lockaby B, Kalin L, Anderson C (2012) Effects of urbanization on stream hydrology and water quality: the Florida Gulf Coast. Hydrol Process 26:2019–2030

    Article  Google Scholar 

  • Chen X-L, Zhao H-M, Li P-X, Yin Z-Y (2006) Remote sensing image-based analysis of the relationship between urban heat island and land use/cover changes. Remote Sens Environ 104:133–146

    Article  Google Scholar 

  • Ganeshan M, Murtugudde R, Imhoff ML (2013) A multi-city analysis of the UHI-influence on warm season rainfall. Urban Clim 6:1–23

    Article  Google Scholar 

  • Gao B-C (1996) NDWI—a normalized difference water index for remote sensing of vegetation liquid water from space. Remote Sens Environ 58:257–266

    Article  Google Scholar 

  • Jackson TJ, Chen D, Cosh M et al (2004) Vegetation water content mapping using Landsat data derived normalized difference water index for corn and soybeans. Remote Sens Environ 92:475–482

    Article  Google Scholar 

  • Jensen JR (2015) Introductory digital image processing: a remote sensing perspective. Pearson Education

    Google Scholar 

  • Joshi P, Ghosh A, Chakraborty A et al (2013) Landsat again-continuing remote sensing, monitoring, mapping and measuring. Curr Sci 105:761–763

    Google Scholar 

  • Kato S, Yamaguchi Y (2005) Analysis of urban heat-island effect using ASTER and ETM+ data: separation of anthropogenic heat discharge and natural heat radiation from sensible heat flux. Remote Sens Environ 99:44–54

    Article  Google Scholar 

  • Li Y, Zhang H, Kainz W (2012) Monitoring patterns of urban heat islands of the fast-growing Shanghai metropolis, China: using time-series of Landsat TM/ETM+ data. Int J Appl Earth Obs Geoinf 19:127–138. doi:10.1016/j.jag.2012.05.001

    Article  Google Scholar 

  • O’Driscoll M, Clinton S, Jefferson A et al (2010) Urbanization effects on watershed hydrology and in-stream processes in the southern United States. Water 2:605–648

    Article  Google Scholar 

  • Qin Z, Dall’Olmo G, Karnieli A, Berliner P (2001) Derivation of split window algorithm and its sensitivity analysis for retrieving land surface temperature from NOAA‐advanced very high resolution radiometer data. J Geophys Res Atmos 1984–2012 106:22655–22670

    Google Scholar 

  • Sharma R, Chakraborty A, Joshi PK (2015) Geospatial quantification and analysis of environmental changes in urbanizing city of Kolkata (India). Environ Monit Assess 187:1–12

    Article  Google Scholar 

  • Sun Q, Tan J, Xu Y (2010) An ERDAS image processing method for retrieving LST and describing urban heat evolution: a case study in the Pearl River Delta Region in South China. Environ Earth Sci 59:1047–1055

    Article  Google Scholar 

  • Tomlinson CJ, Chapman L, Thornes JE, Baker CJ (2011) Including the urban heat island in spatial heat health risk assessment strategies: a case study for Birmingham. UK. Int J Health Geogr 10:42

    Article  Google Scholar 

  • Xu H (2007) Extraction of urban built-up land features from Landsat imagery using a thematic oriented index combination technique. Photogramm Eng Remote Sens 73:1381–1391

    Article  Google Scholar 

  • Zhang Y, Odeh IO, Han C (2009) Bi-temporal characterization of land surface temperature in relation to impervious surface area, NDVI and NDBI, using a sub-pixel image analysis. Int J Appl Earth Obs Geoinf 11:256–264

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Richa Sharma .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Sharma, R., Joshi, P.K., Mukherjee, S. (2017). Analyzing Trends of Urbanization and Concomitantly Increasing Environmental Cruciality—A Case of the Cultural City, Kolkata . In: Hazra, S., Mukhopadhyay, A., Ghosh, A., Mitra, D., Dadhwal, V. (eds) Environment and Earth Observation. Springer Remote Sensing/Photogrammetry. Springer, Cham. https://doi.org/10.1007/978-3-319-46010-9_14

Download citation

Publish with us

Policies and ethics