{"id":3860,"date":"2021-08-31T02:35:58","date_gmt":"2021-08-30T21:05:58","guid":{"rendered":"https:\/\/ijpiel.com\/?p=3860"},"modified":"2021-08-31T11:27:55","modified_gmt":"2021-08-31T05:57:55","slug":"how-india-made-the-geographical-information-system-its-own-and-its-use-in-infrastructural-developments","status":"publish","type":"post","link":"https:\/\/ijpiel.com\/index.php\/2021\/08\/31\/how-india-made-the-geographical-information-system-its-own-and-its-use-in-infrastructural-developments\/","title":{"rendered":"How India made the Geographical Information System its Own, and its Use in Infrastructural Developments"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.5.1&#8243; _module_preset=&#8221;default&#8221;][et_pb_row _builder_version=&#8221;4.5.1&#8243; _module_preset=&#8221;default&#8221; min_height=&#8221;181px&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.5.1&#8243; _module_preset=&#8221;default&#8221;][et_pb_text _builder_version=&#8221;4.5.1&#8243; _module_preset=&#8221;default&#8221; inline_fonts=&#8221;Cormorant Garamond&#8221;]<\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: x-large;\"><strong><span style=\"font-family: 'Cormorant Garamond'; color: #000000;\">Abstract<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">The Geographic Information System (\u201cGIS\u201d) is popularly known as a spatial system that manages, maps, analyzes and creates all types of data. GIS employs the spatial way of analysis, which further includes techniques used to study entities. These techniques included topological, geometric and geographical properties. The spatial analysis of GIS also includes certain under-development techniques and technologies too, however, its main focus and calibre lies in geographical data. This article discusses the advantages and disadvantages of GIS, along with its advent adaptation and use in the Indian subcontinent.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: Molengo; font-weight: normal; font-size: large; color: #000000;\"><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Cormorant Garamond'; font-weight: normal; font-size: x-large; color: #000000;\"><strong>Introduction<\/strong><\/span><span style=\"font-family: Molengo; font-weight: normal; font-size: large; color: #000000;\"><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">The Geographic Information System (\u201c<strong>GIS<\/strong>\u201d) is popularly known as a spatial system that manages, maps, analyzes and creates all types of data. GIS employs the spatial way of analysis, which further includes techniques used to study entities. These techniques included topological, geometric, and geographical properties. The spatial analysis of GIS also includes certain under-development techniques and technologies too, however, its focus and caliber lies in geographical data.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">GIS as a whole is a multi-functional tool. It works for management, logistics, agriculture, transport, engineering, planning, telecommunication and extends to insurance services as well. One of its most evident and intriguing benefits is perhaps it\u2019s mapping of cities. This land mapping of new and upcoming \u201csmart\u201d cities is an essential step. GIS not only aids in this, but also helps track development, new ventures, and lags in the structure of the city.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">A key characteristic of the Geographical Information system- whereby this particular technology is able to relate any information logged into it with real-time geographical conditions of the area targeted. Locations in Earth\u2019s spacetime are recorded through the occurrences&#8217; date and time and logged into the system based on their relation to the \u201creal\u201d area\u2019s coordinates (i.e., the longitude, the latitude and the elevation). In this way, GIS is able to project the desired plan onto the actually occurring area. This two-layered system further helps in keeping track of progress.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: Molengo; font-weight: normal; font-size: large; color: #000000;\"><\/span><\/p>\n<p><span style=\"font-size: x-large; font-family: 'Cormorant Garamond'; font-weight: normal; color: #000000;\"><strong>Advantages of GIS and its Role in Local Governance<\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000; font-size: large;\">There wasn\u2019t much follow-up to the three-year Municipal Infrastructure Investment Planning (\u201c<strong>MIIP<\/strong>\u201d) The project started in 2002.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">\u25cf Under MIIP, investment planning and strategic asset management was under interrogation with an aim to use GIS systems decision support tools for municipal infrastructure managers. These tools were meant to assist them in prioritising infrastructure maintenance and capital renewal.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">\u25cf Not only have the big states employed it to map out their agricultural land, but its adoption on the village level has also been the most surprising. Some of GIS\u2019s lesser-known benefits also include mapping crop-yield for massive agricultural areas and states. A noteworthy example can be found in the Indian state of Punjab that not only uses GIS technology for agriculture but also to map out villages.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">\u25cf GIS, along with being an infrastructural tool in India, has also qualified as a monitoring tool. It helps monitor area, developments, progress, forest area, agricultural land, businesses as well as elections in remote and small village areas.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">\u25cf Since the advent of Geospatial technology in India, its adoption by Local Government bodies to ensure better and deeper governance with ease has been constant.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">\u25cf Asset mapping to identify strategic relationships, strategic planning for future development, vegetation mapping and wildfire fuel load monitoring, property identification and parcel boundaries, customer services (including, but not limited to- vaccination drives, LPG distribution, electricity mapping, et cetera.), planning of scheme maps, and demographic characteristics of population are some keyways GIS helps in local body governance.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\"><strong>Here\u2019s a look at three unique ways India adopted GIS and made it its own-<\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">&#8211; <span style=\"text-decoration: underline;\">Gurugram Metropolitan Development Authority<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">On the heels of rampant land encroachments, Haryana\u2019s Chief Minister Mr. Manohar Lal Khattar announced the use of GIS to track the \u201ccyber city\u2019s\u201d infrastructural developments. The GMDA is set to reach out to the National Remote Sensing Centre (\u201c<strong>NRSC<\/strong>\u201d) for satellite images of Gurugram, which will be used to monitor any illegal construction or encroachment.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">A GMDA official said, \u201c<em>Once we have the data from the system, we will prepare a matrix depicting the urbanization patterns such as the speed of development, its pace, and direction. Then, the matrix will be shared with the government departments to understand the development and encroachments in the city so that they can formulate conducive policies for managing the resources allocation.<\/em>\u201d<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">It is planned that this system will be used to identify recently lost water bodies and retain the depleting ones. Alongside, areas prone to flooding in case of heavy rainfalls near residential areas will also be identified. Not only are Local Government bodies using this for administrative betterment, but also for its user-friendly interface. Many bodies like the Gurugram Metropolitan Development Authority (\u201c<strong>GMDA<\/strong>\u201d) have opened a portal to invite suggestions and queries regarding their development plans.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">Gurugram is the hub of MNCs, restaurants and some of the best education in the country. Running a city this advanced, fast paced, and diverse is a task. To further aid in this, the Haryana government is also working to procure drones for its multiple GIS projects. It is also its intent to set up weather stations across the cities of Faridabad and Gurugram to track weather conditions, pollution and ensure warnings in case of a natural disaster.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">Gurugram has also been using GIS to map its ground water resources- a tool fit for the Indian state of Himachal Pradesh and capital New Delhi. As groundwater sources deplete, especially underground water tables, India sees a looming water shortage disaster. GIS shows the way to properly measure groundwater resources, their depletion rate, and areas prone to water shortage. This can help government bodies prepare for the future.<\/span><\/p>\n<p><span style=\"font-size: large; color: #000000;\">&#8211; <span style=\"text-decoration: underline;\">Karnataka State Natural Disaster Monitoring Centre<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">Before Gurugram decided to set up weather stations using GIS technology, the Karnataka State Natural Disaster Monitoring Centre (\u201c<strong>KSNDMC<\/strong>&#8221;) under the Karnataka government had already paved the way. The KSNDMC uses a GIS dashboard to predict and monitor rainfall, flood, and natural disasters throughout the state. This dashboard records and provides real-time data updates. <\/span><br \/><span style=\"font-size: large; color: #000000;\">This disaster management plan includes but is not limited to (a) Geological mapping (foreshore) and landslide hazards, (b) flood plain mapping and over-flow modelling, (c) identification of surface draining, (d) emergency management and traffic route planning, (e) emergency response and evacuation plans, (f) demographic characteristics of population catchments, and (g) climate change scenarios relating to predicted rise in sea levels, etc.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">The KSNDMC while making use of the Karnataka Geographical Information System (\u201c<strong>K-GIS<\/strong>\u201d), installed 6,000 Telemetric Rain Gauges (\u201c<strong>TRGs<\/strong>\u201d) and 750 Telemetric Weather Stations (\u201c<strong>TWSs<\/strong>\u201d) that transmit data every fifteen minutes. Before involving K-GIS to track weather conditions, the KSNDMC used to collect weather data manually which, needless to say, led to various discrepancies and administrative lags in prediction and preparation of weather disaster responses. <\/span><br \/><span style=\"font-size: large; color: #000000;\">Apart from this, Karnataka has also been using GIS to map its wind energy potential in a quest to set-up wind power generating infrastructure.<\/span><\/p>\n<p><span style=\"font-size: large; color: #000000;\">&#8211; <span style=\"text-decoration: underline;\">Government of Punjab- Punjab GIS and Village GIS Portals<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">The Punjab Remote Sensing Centre (\u201c<strong>PRSC<\/strong>\u201d) is the designated nodal agency set up by the Punjab Government for the state\u2019s geospatial needs. It is an autonomous organisation under the Department of Agriculture for the state\u2019s works on Remote Sensing (\u201c<strong>RS<\/strong>\u201d), Global Positioning System (\u201c<strong>GPS<\/strong>\u201d) and GIS.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">The PRSC has notably developed a GIS to monitor Crop Residue Burning (\u201c<strong>CRB<\/strong>\u201d). PRSC maintains an active CRB dashboard that notifies, tracks and stores data related to crop\/ field fires in Punjab. As an agricultural state, Punjab also monitors its crop yields, transportation, storage and harvesting through GIS. As crop residue burning is a rampant and severely harmful practice in the state of Punjab, GIS helps build a quick response system to any intentional or accidental field, crop, or forest fires.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">Punjab is also using GIS to map out its larger villages with urbanisation potential, and its smaller villages needing development. It also traces infrastructural developments (e.g., building of roads, rezoning of agricultural land, wells, and canals etc.) along with flood prone areas, overflowing rivers and depleting water tables. Punjab has taken this dynamic technology to the grassroots of its governance.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: Molengo; font-weight: normal; font-size: large; color: #000000;\">Additionally, in cases of bid-rigging, where the competing firms\/enterprises agree not to bid or submit a losing bid or withdraw a bid such that the successful low bidder receives the contract and further sub-contracts to such competing firm\/enterprise, act as a lucrative option and defeat the spirit of auctioning and fair play. This essentially must be seen from a perspective of competition law since bid rigging is presumed to have AAEC on the competition. [8]<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: Molengo; font-weight: normal; font-size: large; color: #000000;\"><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: x-large; font-family: 'Cormorant Garamond'; font-weight: normal;\"><strong><span style=\"color: #000000;\">GIS as an Infrastructure Tool for Developing Countries<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000; font-size: large;\">Developed countries with mature infrastructure have used traditional technology models of planning, designing, constructing, and operating facilities throughout their process of development. Meanwhile, developing countries with low-income rates and technical power suffer challenges with the planning, operation, and construction of new infrastructure projects.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000; font-size: large;\">GIS is a global, relatively simple, and comprehensive technology to use for these countries. It helps eliminate data redundancy, miscommunication and cost conversion when moving from one stage to another. It succeeds in providing a central data monitoring system for the process of infrastructural development, quality engineering designs, and minimises as well as accurately predicts construction costs. A GIS system also eliminates unnecessary manpower costs needed to maintain infrastructure plans and records in a developing country moving from rural to urban at a fast pace.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000; font-size: large;\">It is certainly demanding to plan and manage various infrastructure projects in this age of globalisation and economic liberalisation. Not only for the government, but the private sector too. Development demands new skills and a smarter approach to projects. In a developing country especially, infrastructure projects must be improved as they are crucial elements of the nation\u2019s socio-economic growth. In this quest of development, GIS makes an abundance of information available from a spatial interface. With large, often complex projects demanding careful monitoring, coordination and management, the accountability of project managers for effective, timely and efficient project delivery also increases. With GIS\u2019s 3D GRAM++GIS software, the commissioner of the project can experience a more interactive way of seeing the base area, proposed development project and its real time changes over time and space. It can also identify and correct patterns, trends and knowledge to clients, engineers, managers, and the on-site personnel.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000; font-size: large;\">GIS is also able to keep track of on-site personnel data (i.e., hours of work logged, leaves, issues raised etc.), equipment (i.e., damages, amount, usage, renewal, demand et cetera), cash flow versus the total budget of the project, 3D analysis, comparison of data chronologically, construction scheduling and progress control, as well as government regulations.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000; font-size: large;\">&#8211; <span style=\"text-decoration: underline;\">GIS for Economic Development<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000; font-size: large;\">GIS technology has been proven to be effective in delivering powerful decision- making tools that help economic developers analyse, disseminate and display results of their inputs about where to locate new developments or businesses. These features of GIS help economic developers sustain economic development and growth.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000; font-size: large;\">GIS in the economic sector is mainly analysed on the grounds of economic impact analysis, spatial policy making, identifying potential economic cluster regions, identifying, and working on critical social relationships and the web- based GIS. These tools are essential to the local economic development (\u201c<strong>LED<\/strong>\u201d) and the workings of the economic engineers.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000; font-size: large;\">&#8211; <span style=\"text-decoration: underline;\">GIS as a tool World Over<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000; font-size: large;\">Globally, GIS has helped countries and international organisations mitigate hunger. Not only is GIS a tool of development, but it&#8217;s also a tool of upliftment. Similarly, it has been used to map out forest areas, search for and identify any tribal or animal species living deep within them. GIS has also been successful in giving a startlingly accurate account of climate change so far and its course in the future. The rising sea levels, depleting ozone and melting glaciers can be mapped out in a frighteningly realistic manner using GIS.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000; font-size: large;\">Interestingly, GIS has also been used to map out light pollution in the night sky. It records and keeps tracks of human emission of light and how it affects the observation of stars in the night sky. Similarly, it&#8217;s also been used to map over extreme air pollution areas. It can also, of course, map out Venus\u2019 demography in space.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000; font-size: large;\">Not only does GIS help plan the future, but also helps reach the past. This technology has helped discover lost cities, archaeological remains and some extremely valuable antiques.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000; font-size: large;\"><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: x-large; font-family: 'Cormorant Garamond'; font-weight: normal; color: #000000;\"><strong>Critiques of GIS<\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">One of the first critiques of GIS is its possibly exploitative nature when pitched as a tool of observation over a particular area or community. With the increasingly intricate data collection abilities of GIS, it&#8217;s hard to say that this tool misses much. GIS can be used for as much bad in the future as it has been used for good in the present. It\u2019s said that nothing is worse than the right tools in the hands of the wrong government, and the same holds true for GIS and the Remote Sensing data.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">Secondly, though GIS has been used in many weather forecast systems in India, it&#8217;s usually only good enough to predict a storm. Its abilities in guiding evacuation forces or recording real- time human responses being a satellite guided technology are under doubt. India has faced some of the most brutal storms and weather conditions in the recent area. Despite the presence of a robust GIS network, some areas were still cut off the grid.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">Lastly, vulnerability to cyber-attacks. As the state dependency on GIS expands, so does its network over the working of the state and its projects. In the socially- distanced times of Covid 19, countries are more vulnerable to cyber-attacks than military attacks. GIS systems will need high maintenance and a robust protection system to survive the digitalised state of this world.<\/span><\/p>\n<p style=\"text-align: justify;\"><strong style=\"font-size: x-large;\"><span style=\"font-family: 'Cormorant Garamond'; color: #000000;\"><\/span><\/strong><\/p>\n<p style=\"text-align: justify;\"><strong style=\"font-size: x-large;\"><span style=\"font-family: 'Cormorant Garamond'; color: #000000;\">Conclusion<\/span><\/strong><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">Through the journey of this article, some exceptional advantages and a few glaringly alarming disadvantages have come to light. It&#8217;s safe to say that dependency on technology, especially satellite-based tools like the Geographic Information Systems is set to increase. In such a case, it becomes important to guard against its misuse whilst taking complete advantage of such a dynamic and mouldable tool.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">India has demonstrated some great examples of localising an international technology and solving grassroot issues with it. As the world leaps and runs away with this futuristic technology, India turns to its roots-quite literally. The use of GIS here has been spectacular. Taking Gurugram, Karnataka and Punjab in its stride, it&#8217;s imperative upon the rest of Indian states to develop and use their own versions of this technology.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: large; color: #000000;\">Through development planning, crop sowing, economic balance, astrological and archaeological uses, weather mapping and more, GIS has truly proven to be a need and not an option moving forward. Inspired by the west or inspiring the west, it&#8217;s India\u2019s time to take raw technical resources and mould them according to its needs. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: Molengo; font-weight: normal; font-size: large; color: #000000;\"><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: Molengo; font-weight: normal; font-size: large; color: #000000;\"><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: Molengo; font-size: large; font-weight: normal; color: #000000;\"><strong><\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Cormorant Garamond'; font-size: x-large; font-weight: normal; color: #000000;\"><strong>About the Authors<\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 18px; color: #000000; font-family: Molengo;\">Deepak Kumar Thakur is a Partner at L&amp;L Partners, Mumbai.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 18px; color: #000000; font-family: Molengo;\">Adhya Sarna is a 3rd-year law student at the Amity Law School, Noida and is an Associate Editor at the Indian Journal of Projects, Infrastructure, and Energy Law (IJPIEL).<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: Molengo; font-weight: normal; color: #000000; font-size: large;\"><span><\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><strong style=\"color: #000000; font-family: 'Cormorant Garamond'; font-size: x-large;\">Editorial Team<\/strong><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: Molengo; font-weight: normal; color: #000000; font-size: large;\"><em>Managing Editor: Naman Anand<\/em><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: Molengo; font-weight: normal; color: #000000; font-size: large;\"><em>Editors-in-Chief: Akanksha Goel &amp; Aakaansha Arya<\/em><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: Molengo; font-weight: normal; color: #000000; font-size: large;\"><em>Senior Editor: Gaurang Mandavkar<\/em><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: Molengo; font-weight: normal; font-size: large; color: #000000;\"><em>Associate Editor: Adhya Sarna <\/em><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: Molengo; font-weight: normal; color: #000000; font-size: large;\"><em>Junior Editor: Aribba Siddique <\/em><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: Molengo; font-weight: normal; color: #000000; font-size: large;\"><em><span><\/span><\/em><\/span><\/p>\n<p style=\"text-align: justify;\"><strong style=\"color: #000000; font-family: 'Cormorant Garamond'; font-size: x-large; text-align: left;\">Preferred Method of Citation<\/strong><em style=\"color: #000000; font-family: 'Cormorant Garamond'; font-size: x-large; text-align: left;\">\u00a0<\/em><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: Molengo; font-weight: normal; color: #000000; font-size: large;\"><span size=\"4\" style=\"font-size: large;\">Deepak Kumar Thakur and Adhya Sarna, &#8220;Analyzing Public-Private Partnerships in the Infrastructure Sector via the lenses of Competition Law&#8221;<\/span><span face=\"arial, sans-serif\">\u00a0<\/span><span size=\"4\" style=\"font-size: large;\">(IJPIEL, 31 August 2021)<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: Molengo; font-weight: normal; color: #000000; font-size: large;\">&lt;https:\/\/ijpiel.com\/index.php\/2021\/08\/30\/how-india-made-the-geographical-information-system-its-own-and-its-use-in-infrastructural-developments\/&gt;<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: Molengo; font-weight: normal; color: #000000; font-size: large;\"><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: x-large; font-family: 'Cormorant Garamond'; font-weight: normal; color: #000000;\"><strong>Endnotes<\/strong><\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"color: #000000; font-size: large;\">[1] Nibedita Mohanta, Indian states embrace GIS tools for infrastructure development, GEO SPATIAL BLOG, Aug, 18, 2021 <a href=\"https:\/\/www.geospatialworld.net\/blogs\/indian-states-embrace-gis-tools-for-infrastructure-development\/\" style=\"color: #000000;\">https:\/\/www.geospatialworld.net\/blogs\/indian-states-embrace-gis-tools-for-infrastructure-development\/<\/a><\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"color: #000000; font-size: large;\">[2] Dana J. Vanier, Geographic Information Systems (GIS) as an Integrated Decision Support Tool for Municipal Infrastructure Asset Management, <a href=\"https:\/\/www.irbnet.de\/daten\/iconda\/CIB9734.pdf\" style=\"color: #000000;\">https:\/\/www.irbnet.de\/daten\/iconda\/CIB9734.pdf<\/a><\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"color: #000000; font-size: large;\">[3] Can India achieve \u2018less government, more governance\u2019 with geospatial technology?, GEOSPATIAL WORLD, <a href=\"https:\/\/www.geospatialworld.net\/article\/can-india-achieve-less-government-governance-geospatial-technology\/\" style=\"color: #000000;\">https:\/\/www.geospatialworld.net\/article\/can-india-achieve-less-government-governance-geospatial-technology\/<\/a><\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"color: #000000; font-size: large;\">[4] North Indian city of Gurugram to be GIS mapped, GEOSPATIAL WORLD, (https:\/\/www.geospatialworld.net\/news\/north-indian-city-of-gurugram-to-be-gis-mapped\/)<\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"color: #000000; font-size: large;\">[5] B.S Chaudhary, Integrated Ground Water Resources Mapping in Gurgaon District, (Haryana) India using Remote Sensing and GIS Techniques, RESEARCH GATE, 2000.<\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"color: #000000; font-size: large;\">[6] Karnataka State Natural Disaster Monitoring Center Deploys ArcGIS to improve disaster management capabilities, https:\/\/www.esri.in\/~\/media\/esri india\/files\/pdfs\/industries\/government\/smart-cities\/case-study\/Karnataka.pdf<\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"color: #000000; font-size: large;\">[7] How GIS helps in better disaster management, INDIA TV, <a href=\"https:\/\/www.indiatvnews.com\/technology\/gadgets-how-gis-helps-in-better-disaster-management-691394\" style=\"color: #000000;\">https:\/\/www.indiatvnews.com\/technology\/gadgets-how-gis-helps-in-better-disaster-management-691394<\/a><\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"color: #000000; font-size: large;\">[8] GIS is an important tool for Local government, GEO SPATIAL WORLD, <\/span><span style=\"font-size: large;\"><a href=\"https:\/\/www.geospatialworld.net\/article\/gis-is-an-important-tool-for-local-government\/\"><span style=\"color: #000000;\">https:\/\/www.geospatialworld.net\/article\/gis-is-an-important-tool-for-local-government\/<\/span><\/a><\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"color: #000000; font-size: large;\">[9] About Karnataka Geographic Information System (K-GIS), KARNATAKA GEOGRAPHIC INFORMATION SYSTEM, <a href=\"https:\/\/kgis.ksrsac.in\/kgis\/aboutkgis.aspx\" style=\"color: #000000;\">https:\/\/kgis.ksrsac.in\/kgis\/aboutkgis.aspx<\/a><\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"color: #000000; font-size: large;\">[10] PUNJAB REMOTE SENSING CENTRE, <a href=\"https:\/\/gis-prsc.punjab.gov.in\/\" style=\"color: #000000;\">https:\/\/gis-prsc.punjab.gov.in\/<\/a><\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"color: #000000; font-size: large;\">[11] Sandip N Palve, Applications of GIS IN infrastructure project management, 2(4) INTERNATIONAL JOURNAL OF STRUCTURAL AND CIVIL ENGINEERING RESEARCH, http:\/\/www.ijscer.com\/uploadfile\/2015\/0429\/20150429081004722.pdf (2013).<\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"color: #000000; font-size: large;\">[12] GIS for economic development, ESRI, https:\/\/www.esri.com\/content\/dam\/esrisites\/sitecore archive\/Files\/Pdfs\/library\/bestpractices\/economic-development.pdf<\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"color: #000000; font-size: large;\">[13] Neil Reid; Michael C. Carroll; Bruce W. Smith; Joseph P. Frizado, GIS and Economic Development, PLANNING AND SOCIO-ECONOMIC APPLICATIONS, <a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-1-4020-9642-6_2\" style=\"color: #000000;\">https:\/\/link.springer.com\/chapter\/10.1007\/978-1-4020-9642-6_2<\/a><\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"color: #000000; font-size: large;\">[14] GIS mapping and spatial analysis of cybersecurity attacks on a Florida university, https:\/\/ieeexplore.ieee.org\/document\/7378714<\/span><\/p>\n<p style=\"text-align: justify;\">\n<p>[\/et_pb_text][et_pb_gallery gallery_ids=&#8221;3237,3081&#8243; show_title_and_caption=&#8221;off&#8221; _builder_version=&#8221;4.5.1&#8243; _module_preset=&#8221;default&#8221;][\/et_pb_gallery][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.5.1&#8243; _module_preset=&#8221;default&#8221;][et_pb_row _builder_version=&#8221;4.5.1&#8243; _module_preset=&#8221;default&#8221; min_height=&#8221;181px&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.5.1&#8243; _module_preset=&#8221;default&#8221;][et_pb_text _builder_version=&#8221;4.5.1&#8243; _module_preset=&#8221;default&#8221; inline_fonts=&#8221;Cormorant Garamond&#8221;] Abstract The Geographic Information System (\u201cGIS\u201d) is popularly known as a spatial system that manages, maps, analyzes and creates all types of data. GIS employs the spatial way of analysis, which further includes techniques used to study entities. These techniques included [&hellip;]<\/p>\n","protected":false},"author":61,"featured_media":3868,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","wp_social_preview_title":"","wp_social_preview_description":"","wp_social_preview_image":0},"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/ijpiel.com\/index.php\/wp-json\/wp\/v2\/posts\/3860"}],"collection":[{"href":"https:\/\/ijpiel.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ijpiel.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ijpiel.com\/index.php\/wp-json\/wp\/v2\/users\/61"}],"replies":[{"embeddable":true,"href":"https:\/\/ijpiel.com\/index.php\/wp-json\/wp\/v2\/comments?post=3860"}],"version-history":[{"count":7,"href":"https:\/\/ijpiel.com\/index.php\/wp-json\/wp\/v2\/posts\/3860\/revisions"}],"predecessor-version":[{"id":3870,"href":"https:\/\/ijpiel.com\/index.php\/wp-json\/wp\/v2\/posts\/3860\/revisions\/3870"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ijpiel.com\/index.php\/wp-json\/wp\/v2\/media\/3868"}],"wp:attachment":[{"href":"https:\/\/ijpiel.com\/index.php\/wp-json\/wp\/v2\/media?parent=3860"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ijpiel.com\/index.php\/wp-json\/wp\/v2\/categories?post=3860"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ijpiel.com\/index.php\/wp-json\/wp\/v2\/tags?post=3860"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}