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             Tracking Development through


             Satellite Images & Cartography                                                CHAPTER








             An important theme of this year’s Economic Survey is the use of new forms of data and information
             for tracking economic activity and development. Chapter 1 looked at the use of high-frequency
             data for the real-time management of an economy through uncertain times. This chapter looks at
             the use of another kind of data – geo-spatial data and cartographic techniques – to track, compare
             and represent longer term developments. Geospatial maps not only lets users visualize data but
             also helps users to better understand trends, relationships and patterns. The use of maps is not
             entirely new and previous Economic Surveys have used them for years, but there is now a plethora
             of information from satellites, drones, mobile phones and other sources. Moreover, there has also
             been a dramatic improvement in cartographic technology that allows for better representation of
             the information. This chapter illustrates some of the interesting ways of depicting geospatial data.

             Using satellite images, India’s night-time luminosity is compared between 2012 and 2021 in
             Figures 1A and 1B. Night-time luminosity provides an interesting representation of the expansion
             of electricity supply, the geographical distribution of population and economic activity, urban
             expansion as well as growth of ribbon developments between urban hubs. Similarly, using
             geospatial and cartographic techniques, the subsequent maps show the extent of physical as well
             as financial infrastructure development in India. This includes expansion of national highways,
             airports, commercial bank branches, metros, etc. The maps in Figure 5A & 5B depict change in
             net sown area of India over the last 15 years. The maps have been created by combining satellite
             data over the course of a 12 month period in each year.

             The images in Figures 6A & 6B compare the Kharif crop cycle in Moga district, Punjab during
             2005 and 2021. The images show that Kharif sowing cycle has shifted ahead by around two-to-three
             weeks causing the Kharif harvest to almost coincide with Rabi sowing in November. The closing of
             the gap is a likely factor that encourages farmers to burn stubble and may be related to restrictions
             on early transplanting of Kharif paddy. These restrictions were introduced in 2009 in order to reduce
             pumping of ground-water but may have had the unintended consequence of damaging air quality.

             Satellite imagery is used to show annual water storage cycle at Stanley Reservoir, Tamil Nadu
             in Figure 7A & 7B. Using new geo-spatial methods, population density of select Indian cities
             is compared over time, showing the extent of urban expansion in Delhi-NCR and Bangalore
             between 2001 and 2021. Finally, using satellite imagery, Figures 18A, 18B, 19A & 19B illustrate
             wasteland redeployment in Andhra Pradesh and Gujarat.

             While this chapter has restricted itself to static two-dimensional images due to practical considerations
             of publication, readers will be aware that dynamic and multi-dimensional cartography is now
             commonplace for every-day activities like ordering a taxi or looking for an address.
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