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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 01 | Jan 2023 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 252
Enrichment of Geoportal Interoperable Platform and Development of
Thematic Applications for Land Use Management and Agricultural Land
Use Planning
Mayuri Vivek Padhye1, Vijaya Kamble2, Kalpana Malpe3
1Computer Science and Engineering, GuruNanak Institution of Engineering & Technology, Kalmeshwar Road,Nagpur,
India.
2Assistant Professor, GuruNanak Institution & Technology,Kalmeshwar Road, Nagpur, India.
3Assistant Professor, GuruNanak Institute of Engineering & Technology, Kalmeshwar Road, Nagpur, India.
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - Geoportals is a modest way to share online open
Geo-spatial data and to develop Geo-Information Management
System. The role of Geoportals is to provide possible
advancements in Digitizing Agricultural or any other spatial
data. This paper presents a review of the literature concerning
Geoportals and serves many primary and secondary purposes.
The paper will mainly focus on developing a hybrid-based
Geoportal model. The strength of this Geoportals will lead to a
full-fledged online Geoportal Interoperable Platform that
could provide better data sharing and dissemination solutions
to the challenges. The main focus of this project will be on
sharing the data in the form of service but not actual data.
Actual sharing of data might cause tampering withthedataso
it might affect the confidentiality of the data of a specific
organization. So this project will fully be concentrated on
service-oriented architecture. The proposed system will be
able to view, analyze, and read data in the form of a map.
Users will also get the facility to view data diagrammatically
with the help of charts. This data will include vector data such
as points, lines, polygons, and also raster data. All the datawill
be uploaded on GeoServer present in the specific organization.
This data will be shared by developing a user-friendly User
Interface and will be hosted on a special Server within the
organization. An end user will be able to provide feedback and
give any suggestions. It will be helpful to strengthen the
Geoportal.
Key Words: GeoServer, Geoportal, Geo-spatial data, Geo-
Information, Agriculture, Data Analysis, GIS.
1.INTRODUCTION
Spatial data analysis has become increasingly popular in
most disciplines including public health, economics, crime,
population, social science, agriculture, etc.Geoportalsare the
standardized way to find and access geospatial information
and associated geographic services for researchers and
users. Typically, these Geoportals also provide various
functions for users to explore and analyze the data online.
Geoportals are a consolidated web-based solution to provide
open spatial data sharing and online geo-information
management. The Geoportals share information in the form
of maps. A Map is an important and major source of
geographic information. It is a symbolic representation of
selected characteristics of a place, usually drawn on a flat
surface. The map presents information about the world in a
symbolic, simple, visualizing way depicting important
geographicfactsfor a certain place which is used extensively,
for planning, analysis for decision-making by scientists,
planners, administrators, policymakers, engineers, natural
resources mapping, and monitoring institutes or agencies,
academicians, ministries, social group sand, etc.
Geoportals are successful in linking multi-source data, but it
is unrealistic to integrate the growing list of open-source
tools in one place. A Geoportal has to be flexible in
integrating user's data and third-party analytical functions to
become a workbench, where users could process and model
the data simultaneously. Compared with desktop GIS
software which is often prepared for professional GIS users,
Geoportals that links with open-source tools could provide a
very useful and lightweight workspace for researchers that
don't have adequate knowledge in GIS, especially in the area
of spatial social science. The integration of open-source tools
allows easier integration of big data sources. Geoportals
normally include baseline data such as censuses and surveys.
The purpose of this paper is to elaborate on the concepts of
Geoportals in a wider and more informative way. Thispaper
will show how Geoportal is developed and integratedusing
different open-source tools. This Geoportal will be able to
visualize vector and raster data. This Geoportal will be
interlinked with GeoServer. Along with sharing and
visualizing data, this portal will show how to do a query on
vector files. This portal will also be able to show data
diagrammatically i.e., pie chart, line chart, bar chart, etc. This
Geoportal will be able to integrate with different GeoServers
from different locations, which means this portal will work
on an Interoperable platform. This proposed scenario will be
very much useful to many users and researchers to go out in
one place i.e. Geoportal and collects different information
such as horticulture, animal, fishery, soils, crop, etc
according to their requirement.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 01 | Jan 2023 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 253
2. OBJECTIVES
 To provide a gateway to web-based geospatial
resources, enabling a user to discover, view, and
access geospatial information and services made
available by the organizations.
 Likewise, data providers can use Geoportal to make
their geospatial resources discoverable, viewable,
and accessible to others.
 Instead of storing surveys in isolated, individual
files, Geoportals allows surveyors to store all survey
data in one database, providing easy access to past
work that can be efficiently reused and overlaid
with new data.
 To enables to visualization of various point, line,
and polygon thematic layers on soil and land
resources.
 To provide an interoperable platform to integrate
different Geoportals on a single platform, so that
users should not visit different Geoportals to collect
information.
3. PROPOSED PLAN WORK
The proposed system will integrate many factors from
collecting the data from the field and doing the needful
modification using GIS tools and publishing it on GeoServer.
GeoServer is an open-source platform to publish and share
Geospatial data in the form of Web Map Services (WMS) or
Web Feature Services (WFS). This data would be collectedby
the surveyor, analyst, soil scientist, student, or intern. This
data might be within the organization or outside the
organization. The collected data has been modified using
ArcGIS and QGIS or other GIS tools and softwareaccordingto
the requirement. This data might be the point, polygon, line,
etc. Data might be vector or raster. This modified data willbe
uploaded on GeoServer. GeoServer will be responsible for
publishing this data on portals. To view this data portal
would be developed using different programming languages
like HTML, CSS, JavaScript, PHP, jQuery, ReactJS,Angular,etc.
A Database such as MySQL, PostgreSQL, Oracle,etc. would be
used. A server like WampServer, XAMPP,and Apache Tomcat
will be responsible to publish this developed system and
user interface.
The following procedure will be followed throughout the
implementation of the whole project.
 Data such as soil, crop, weather, etc. will be
collected from different locations by the surveyor.
 Some data may be collected by researchers using a
satellite with the help of Google Earth Engine or
some other source.
 This collection will be modified by using ArcGIS, and
QGIS.
 This standardized vector data will be converted to ".
shapefile" and raster data will be converted to ".
geotiff".
 Later 'Styled Layer Descriptor' is prepared by using
QGIS or by using XML code.
 This data will be imported into the PostgreSQL
database.
 This data will be uploaded on GeoServer which is an
open-source platform.
 User interface for Geoportal will be developed by
using different programming languages like HTML,
CSS, JavaScript, PHP, jQuery, ReactJS, Angular, etc.
 Different REST APIs will be developed to fetch
services from different portals.
 Some required data will be imported into the
MySQL database.
Finally, all these components will be integrated within a
single frame to develop a Geoportal. Also, data can be fetched
from multiple GeoServer with the help of APIs to develop an
"Interoperable Geoportal Platform". Different GeoServer
would be located in different locations or different institutes.
Each institute will have control over its data and GeoServer.
Only data will be shared in the form of service. This service-
oriented architecture will lead to the development of a big
platform that will be able to share multiple information from
different institutes on a single portal.
Fig - 1: Flow Diagram for Proposed Geoportal System
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 01 | Jan 2023 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 254
Fig -3 : Interoperable Geoportal Platform
Fig - 1 shows a flow diagram to build the proposed
Geoportal. This will illustrate how the data will be collected
and processed, published and Geoportal is developed. Fig -2
shows the homepage for the proposed Geoportal. This
homepage shows User Interface for Geoportal which has
different services and applications. Finally Fig - 3 shows how
Interoperable Platform Concept works. This platform can
collect different layers from different Geoportals such as
BHOOMI Geoportal, KRISHI Geoportal, and IIRR Geoportal
located at different institutes. These all institutes have their
Geoservers which are located in their organizations and have
their controls. With the help of APIs, data is fetched from
these Geoportals in the form of WMS or WFS Services and is
shown on a single platform. The data is shown in the form of
a map. This data is for viewing and analyzing purposes. Data
might be shared or allowed to download by providing
authentications depending on the policies of the data owner
or institutes. Data security concepts would also be
implemented to secure the data from hackers or other
threats.
3. CONCLUSIONS
Strength of Geoportals could lead to a full-fledged online
Digital Earth system that could provide better solutions for
spatial data sharing, geo-information management, and
Earth science knowledge generation. This article also
presents the recommendations, in terms of the architectures,
services, and techniques proposed for future Geoportal
projects. Basic functionalities of Geoportals are identified
and should be kept, such as metadata catalog, data discovery,
data visualization, data sharing, and data downloads. Besides
that, these Geoportals would be capable of connecting
multiple distributed systems under hybrid system
architecture. The other benefits of this Geoportal are its
impressive display and design style, it is for the aspirants or
prospective candidates who want to make their career in
web designing such as websites, webpages, and others. Also,
this Geoportal is much more helpful to farmers who do not
have much more knowledge about their soil, crop, animals,
weather, etc. This proposed system will also lead the concept
of an Interoperable Geoportal Platform which will
interconnect different Geoportals.
Future Scope
Following are some future scopes to enhance and improve
the existing system. It will provide a much more easy way to
collect and share information.
 In the existing system data is collected by a
surveyor, scientist, or analyst but in the future data
might be collected by using Artificial Intelligence.
 The use of Drones might produce much
enhancement in the current system.
 Agriculture Robots could provide immense
improvementin the field of Geoportals inthefuture.
 Crop Yield Prediction and Data collection might be
done using Artificial Intelligence, and collected data
might be shared through Geoportals.
 In recent times many institutes are developing
separate portals. They might thinkaboutdevelopinga
single hybrid platform so that end users don't have
to refer to individual portals. Single Geoportalwill be
able to provide complete information for farmers.
 Recent portals have muchinformation and data butit
is somewhat complicated. This data and
information should be simple and understandable
to farmers in the village area.
REFERENCES
[1] Hao Jiang, Hyeongmo Koo, John Lodewijk van Genderen
"Current status and future directions of geoportal".
[2] Dr. Vaishali Malode (Wadnerkar) "Major Geo-portals of
India: A Study"
Fig -2: Homepage for Proposed Geoportal System
The Geoportal is a resource for analyzing, collecting, and
retrieving information on a single domain. This review will
hopefully facilitate research attempts to address online data-
sharing issues through Geoportals. In the long run, the
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 01 | Jan 2023 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 255
[3] Yewati V. Meshram, Prajakta V. Nagrare, Rasika V.
Kale,
G.P. Obi Reddy, T. Satish and Praveen Sen "Prototype
Android Based Real Time Crop Information Collection
System"
[4] Fabian Schmidt, Arne Droge, Rothaar , and Andreas
Rienow Development of a Web GIS for small‑ scale
detection and analysis of COVID‑ 19 (SARS‑ CoV‑ 2)
cases based on volunteered geographic information for
the city of Cologne,Germany, in July/August 2020"
[5] Karolina Golicz, Stephen Hallett, Ruben Sakrabania,
Joy Ghosh “Adapting smartphone app used in water
testing,for soil nutrient analysis”
[6] Sabrina Marx, RevatiPhalkey, Clara B Aranda-Jan,
Jörn Profe1, Rainer Sauerborn,and Bernhard Höfle1
“Geographic information analysis and web-
basedgeoportals to explore malnutrition in Sub-
SaharanAfrica:asystematicreview of approaches”.
[7] Frank W. Davis,Dale A. Quattrochi, Merrill K. Ridd,
Nina S-N Lam, Stephen J. Walsh, Joel C. Michaelsen, Janet
Franklin,Douglas A. Stow,Chris 1. Johannsen,Carol A.
Johnston“ Environmental Analysis Using l ntegrated
GIsand Remotely Sensed Data: Some ResearchNeeds
andPriorities”.
[8] Hao Jianga, John van Genderen, Paolo Mazzetti ,
Hyeongmo Kooand Min Chene “Current status and
futuredirections of geoportals”
BIOGRAPHIES
Mayuri Vivek Padhye M-Tech final
year in Computer Science &
Engineering from GuruNanak
Institute of Engineering &
Technology, Nagpur
Prof Vijaya Kamble is assistance
professor in GuruNanak Institute of
Engineering & Technology
Prof Kalpana Malpe is assistance
professor in GuruNanak Institute of
Engineering & Technology, Nagpur

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Enrichment of Geoportal Interoperable Platform and Development of Thematic Applications for Land Use Management and Agricultural Land Use Planning

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 01 | Jan 2023 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 252 Enrichment of Geoportal Interoperable Platform and Development of Thematic Applications for Land Use Management and Agricultural Land Use Planning Mayuri Vivek Padhye1, Vijaya Kamble2, Kalpana Malpe3 1Computer Science and Engineering, GuruNanak Institution of Engineering & Technology, Kalmeshwar Road,Nagpur, India. 2Assistant Professor, GuruNanak Institution & Technology,Kalmeshwar Road, Nagpur, India. 3Assistant Professor, GuruNanak Institute of Engineering & Technology, Kalmeshwar Road, Nagpur, India. ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - Geoportals is a modest way to share online open Geo-spatial data and to develop Geo-Information Management System. The role of Geoportals is to provide possible advancements in Digitizing Agricultural or any other spatial data. This paper presents a review of the literature concerning Geoportals and serves many primary and secondary purposes. The paper will mainly focus on developing a hybrid-based Geoportal model. The strength of this Geoportals will lead to a full-fledged online Geoportal Interoperable Platform that could provide better data sharing and dissemination solutions to the challenges. The main focus of this project will be on sharing the data in the form of service but not actual data. Actual sharing of data might cause tampering withthedataso it might affect the confidentiality of the data of a specific organization. So this project will fully be concentrated on service-oriented architecture. The proposed system will be able to view, analyze, and read data in the form of a map. Users will also get the facility to view data diagrammatically with the help of charts. This data will include vector data such as points, lines, polygons, and also raster data. All the datawill be uploaded on GeoServer present in the specific organization. This data will be shared by developing a user-friendly User Interface and will be hosted on a special Server within the organization. An end user will be able to provide feedback and give any suggestions. It will be helpful to strengthen the Geoportal. Key Words: GeoServer, Geoportal, Geo-spatial data, Geo- Information, Agriculture, Data Analysis, GIS. 1.INTRODUCTION Spatial data analysis has become increasingly popular in most disciplines including public health, economics, crime, population, social science, agriculture, etc.Geoportalsare the standardized way to find and access geospatial information and associated geographic services for researchers and users. Typically, these Geoportals also provide various functions for users to explore and analyze the data online. Geoportals are a consolidated web-based solution to provide open spatial data sharing and online geo-information management. The Geoportals share information in the form of maps. A Map is an important and major source of geographic information. It is a symbolic representation of selected characteristics of a place, usually drawn on a flat surface. The map presents information about the world in a symbolic, simple, visualizing way depicting important geographicfactsfor a certain place which is used extensively, for planning, analysis for decision-making by scientists, planners, administrators, policymakers, engineers, natural resources mapping, and monitoring institutes or agencies, academicians, ministries, social group sand, etc. Geoportals are successful in linking multi-source data, but it is unrealistic to integrate the growing list of open-source tools in one place. A Geoportal has to be flexible in integrating user's data and third-party analytical functions to become a workbench, where users could process and model the data simultaneously. Compared with desktop GIS software which is often prepared for professional GIS users, Geoportals that links with open-source tools could provide a very useful and lightweight workspace for researchers that don't have adequate knowledge in GIS, especially in the area of spatial social science. The integration of open-source tools allows easier integration of big data sources. Geoportals normally include baseline data such as censuses and surveys. The purpose of this paper is to elaborate on the concepts of Geoportals in a wider and more informative way. Thispaper will show how Geoportal is developed and integratedusing different open-source tools. This Geoportal will be able to visualize vector and raster data. This Geoportal will be interlinked with GeoServer. Along with sharing and visualizing data, this portal will show how to do a query on vector files. This portal will also be able to show data diagrammatically i.e., pie chart, line chart, bar chart, etc. This Geoportal will be able to integrate with different GeoServers from different locations, which means this portal will work on an Interoperable platform. This proposed scenario will be very much useful to many users and researchers to go out in one place i.e. Geoportal and collects different information such as horticulture, animal, fishery, soils, crop, etc according to their requirement.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 01 | Jan 2023 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 253 2. OBJECTIVES  To provide a gateway to web-based geospatial resources, enabling a user to discover, view, and access geospatial information and services made available by the organizations.  Likewise, data providers can use Geoportal to make their geospatial resources discoverable, viewable, and accessible to others.  Instead of storing surveys in isolated, individual files, Geoportals allows surveyors to store all survey data in one database, providing easy access to past work that can be efficiently reused and overlaid with new data.  To enables to visualization of various point, line, and polygon thematic layers on soil and land resources.  To provide an interoperable platform to integrate different Geoportals on a single platform, so that users should not visit different Geoportals to collect information. 3. PROPOSED PLAN WORK The proposed system will integrate many factors from collecting the data from the field and doing the needful modification using GIS tools and publishing it on GeoServer. GeoServer is an open-source platform to publish and share Geospatial data in the form of Web Map Services (WMS) or Web Feature Services (WFS). This data would be collectedby the surveyor, analyst, soil scientist, student, or intern. This data might be within the organization or outside the organization. The collected data has been modified using ArcGIS and QGIS or other GIS tools and softwareaccordingto the requirement. This data might be the point, polygon, line, etc. Data might be vector or raster. This modified data willbe uploaded on GeoServer. GeoServer will be responsible for publishing this data on portals. To view this data portal would be developed using different programming languages like HTML, CSS, JavaScript, PHP, jQuery, ReactJS,Angular,etc. A Database such as MySQL, PostgreSQL, Oracle,etc. would be used. A server like WampServer, XAMPP,and Apache Tomcat will be responsible to publish this developed system and user interface. The following procedure will be followed throughout the implementation of the whole project.  Data such as soil, crop, weather, etc. will be collected from different locations by the surveyor.  Some data may be collected by researchers using a satellite with the help of Google Earth Engine or some other source.  This collection will be modified by using ArcGIS, and QGIS.  This standardized vector data will be converted to ". shapefile" and raster data will be converted to ". geotiff".  Later 'Styled Layer Descriptor' is prepared by using QGIS or by using XML code.  This data will be imported into the PostgreSQL database.  This data will be uploaded on GeoServer which is an open-source platform.  User interface for Geoportal will be developed by using different programming languages like HTML, CSS, JavaScript, PHP, jQuery, ReactJS, Angular, etc.  Different REST APIs will be developed to fetch services from different portals.  Some required data will be imported into the MySQL database. Finally, all these components will be integrated within a single frame to develop a Geoportal. Also, data can be fetched from multiple GeoServer with the help of APIs to develop an "Interoperable Geoportal Platform". Different GeoServer would be located in different locations or different institutes. Each institute will have control over its data and GeoServer. Only data will be shared in the form of service. This service- oriented architecture will lead to the development of a big platform that will be able to share multiple information from different institutes on a single portal. Fig - 1: Flow Diagram for Proposed Geoportal System
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 01 | Jan 2023 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 254 Fig -3 : Interoperable Geoportal Platform Fig - 1 shows a flow diagram to build the proposed Geoportal. This will illustrate how the data will be collected and processed, published and Geoportal is developed. Fig -2 shows the homepage for the proposed Geoportal. This homepage shows User Interface for Geoportal which has different services and applications. Finally Fig - 3 shows how Interoperable Platform Concept works. This platform can collect different layers from different Geoportals such as BHOOMI Geoportal, KRISHI Geoportal, and IIRR Geoportal located at different institutes. These all institutes have their Geoservers which are located in their organizations and have their controls. With the help of APIs, data is fetched from these Geoportals in the form of WMS or WFS Services and is shown on a single platform. The data is shown in the form of a map. This data is for viewing and analyzing purposes. Data might be shared or allowed to download by providing authentications depending on the policies of the data owner or institutes. Data security concepts would also be implemented to secure the data from hackers or other threats. 3. CONCLUSIONS Strength of Geoportals could lead to a full-fledged online Digital Earth system that could provide better solutions for spatial data sharing, geo-information management, and Earth science knowledge generation. This article also presents the recommendations, in terms of the architectures, services, and techniques proposed for future Geoportal projects. Basic functionalities of Geoportals are identified and should be kept, such as metadata catalog, data discovery, data visualization, data sharing, and data downloads. Besides that, these Geoportals would be capable of connecting multiple distributed systems under hybrid system architecture. The other benefits of this Geoportal are its impressive display and design style, it is for the aspirants or prospective candidates who want to make their career in web designing such as websites, webpages, and others. Also, this Geoportal is much more helpful to farmers who do not have much more knowledge about their soil, crop, animals, weather, etc. This proposed system will also lead the concept of an Interoperable Geoportal Platform which will interconnect different Geoportals. Future Scope Following are some future scopes to enhance and improve the existing system. It will provide a much more easy way to collect and share information.  In the existing system data is collected by a surveyor, scientist, or analyst but in the future data might be collected by using Artificial Intelligence.  The use of Drones might produce much enhancement in the current system.  Agriculture Robots could provide immense improvementin the field of Geoportals inthefuture.  Crop Yield Prediction and Data collection might be done using Artificial Intelligence, and collected data might be shared through Geoportals.  In recent times many institutes are developing separate portals. They might thinkaboutdevelopinga single hybrid platform so that end users don't have to refer to individual portals. Single Geoportalwill be able to provide complete information for farmers.  Recent portals have muchinformation and data butit is somewhat complicated. This data and information should be simple and understandable to farmers in the village area. REFERENCES [1] Hao Jiang, Hyeongmo Koo, John Lodewijk van Genderen "Current status and future directions of geoportal". [2] Dr. Vaishali Malode (Wadnerkar) "Major Geo-portals of India: A Study" Fig -2: Homepage for Proposed Geoportal System The Geoportal is a resource for analyzing, collecting, and retrieving information on a single domain. This review will hopefully facilitate research attempts to address online data- sharing issues through Geoportals. In the long run, the
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 01 | Jan 2023 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 255 [3] Yewati V. Meshram, Prajakta V. Nagrare, Rasika V. Kale, G.P. Obi Reddy, T. Satish and Praveen Sen "Prototype Android Based Real Time Crop Information Collection System" [4] Fabian Schmidt, Arne Droge, Rothaar , and Andreas Rienow Development of a Web GIS for small‑ scale detection and analysis of COVID‑ 19 (SARS‑ CoV‑ 2) cases based on volunteered geographic information for the city of Cologne,Germany, in July/August 2020" [5] Karolina Golicz, Stephen Hallett, Ruben Sakrabania, Joy Ghosh “Adapting smartphone app used in water testing,for soil nutrient analysis” [6] Sabrina Marx, RevatiPhalkey, Clara B Aranda-Jan, Jörn Profe1, Rainer Sauerborn,and Bernhard Höfle1 “Geographic information analysis and web- basedgeoportals to explore malnutrition in Sub- SaharanAfrica:asystematicreview of approaches”. [7] Frank W. Davis,Dale A. Quattrochi, Merrill K. Ridd, Nina S-N Lam, Stephen J. Walsh, Joel C. Michaelsen, Janet Franklin,Douglas A. Stow,Chris 1. Johannsen,Carol A. Johnston“ Environmental Analysis Using l ntegrated GIsand Remotely Sensed Data: Some ResearchNeeds andPriorities”. [8] Hao Jianga, John van Genderen, Paolo Mazzetti , Hyeongmo Kooand Min Chene “Current status and futuredirections of geoportals” BIOGRAPHIES Mayuri Vivek Padhye M-Tech final year in Computer Science & Engineering from GuruNanak Institute of Engineering & Technology, Nagpur Prof Vijaya Kamble is assistance professor in GuruNanak Institute of Engineering & Technology Prof Kalpana Malpe is assistance professor in GuruNanak Institute of Engineering & Technology, Nagpur