SlideShare a Scribd company logo
1 of 7
Download to read offline
International Journal of Information Sciences and Techniques (IJIST) Vol.6, No.1/2, March 2016
DOI : 10.5121/ijist.2016.6207 61
SURVEY OF ANDROID APPS FOR AGRICULTURE
SECTOR
Hetal Patel and Dharmendra Patel
Assistant Professor, Smt. Chandaben Mohanbhai Patel Institute of Computer
Applications, CHARUSAT, Changa
ABSTRACT
India is an agriculture based developing country. Information dissemination to the knowledge intensive
agriculture sector is upgraded by mobile-enabled information services and rapid growth of mobile
telephony. It bridge the gap between the availability of agricultural input and delivery of agricultural
outputs and agriculture infrastructure. Mobile computing, cloud computing, machine learning and soft
computing are the immerging techniques which are being used in almost all fields of research. Apart from
this, they are also useful in our day-to-day activities such as education, medical and agriculture. This
paper explores how Android Apps of agricultural services have impacted the farmers in their farming
activities.
KEYWORDS
Android Apps, Mobile computing, Machine learning, Cloud computing
1. INTRODUCTION
This Agriculture is the primary occupation of the larger part of Indian population. 65-70 % of
Indian population is being depends on agriculture for their living. The challenging task for
farmers is information management mainly in terms of the amount of data and the complexity of
processes in precision farming.
The data regarding farming are available from many sources like printed media, audio and visual
aids, newspaper, TV, internet, mobile etc. but the formats and structures of data are dissimilar. So
it‘s very hard for farmer to get the information and to understand the various information which
are disseminate from various sources. Sometime many manual steps are required while
processing data for transforming data from one format to another.
The progression in the agriculture production straight increases the Indian Economy and vice-
versa is also true. Mobile apps in the arena of agriculture can be the best option to increase
countries‘agriculture production. The inventions in technology in agriculture domain are not
getting to the farmers; because of either most of them are illiterates or due to unawareness of the
location from where they can have information. Hence, utmost of the farmers is being failed in
acquisition of the possible production rate [4].
Today farmers are receiving diverse facts or information about faming like seeds, crop selection,
crop processes weather, fertilizer, pesticides etc. from various resources which are distributed on
International Journal of Information Sciences and Techniques (IJIST) Vol.6, No.1/2, March 2016
62
many different locations according to its origin, its processors, producers or vendors. The data
having different format and may have different specific contents can be heterogeneous in their
structure and format [1]. Therefore it is required to develop a system from where the required
information is available to the farmer directly.
New opportunities are shaped by smart phone technology for farmers. Farmers are capable with a
low cost smart phone and the particular software to gain facilities which couldn‘t available on
their hands before. In the days of financial crisis, farming is becoming more and more vigorous
and much more important to be completed efficiently during the time period. Several mobile
applications have been developed for acquisition of data in the field [1], livestock management
[3], AgroMobile [4], Krishiville [5] etc. This paper deals with the analysis of available android
based applications which are useful for farmers.
2. SMART PHONES
Information and Communication Technologies has seen a powerful role in daily life of farmers.
ICT (Information and Communication Technology) in agriculture is an emerging field focusing
on the agricultural development and rural development in India. Introduction of ICT in Indian
agriculture [2] enables the dissemination of requisite information at the right time [6].
The rapid growth of mobile telephony and the introduction of mobile enabled information
services provide a means to overcome existing asymmetry of information in all field like
agriculture, healthcare and education. There is a big gap between the availability and delivery of
agriculture inputs and agriculture infrastructure that can be is bridge by the mobile technologies.
A smart phone is the device that is used to make telephone calls, having additional features and
abilities like to send and receive e-mail, Wi-Fi and modem ability, internet access, Office
documents, easy touch screen operation and most of all the capability to run custom software.
The ‗user interface‘ is one more important characteristic of smart phone. A smart phone has a
touch screen facilities with abilities to zoom in and out using simple interface ‗buttons, menus
and forms and the support of ―qwerty‖ keyboard makes them easy and simple to operate for
people who are not very aware with ICT technology and even not enough educated. The software
must be easy to operate and farmer has to supply only the specific data required to complete an
operation or a process. The cost of the smart phone is varying from law range to high range. So
it‘s easy for farmers to but any kind of smart phone which is in their budget.
2.1 Android Architecture
Android is an open source development platform that offers to build the very powerful
applications to developers. Android operating system is a stack of software components which is
roughly divided into five sections like Applications, Application Framework, Libraries, Android
Runtime, Linux Kernel and four main layers. It helps the developers to take free advantage of the
device hardware, access location information, run background services, call divert and sms etc.
Once the application has been published, it can download from third-party sites or through online
stores such as Android Market, the app store run by Google.
International Journal of Information Sciences and Techniques (IJIST) Vol.6, No.1/2, March 2016
63
3. STUDY/ REVIEW OF ANDROID APPLICATIONS FOR AGRICULTURE SECTOR
The basic information required by the farmers is as follow and shown in the figure 1. The author
shows the information required from the crop planning to the selling of crop. The very basic
information need by the farmers are about information of soil, type of seed, required pesticide for
the particular crop in all stage of its growth, fertilizer type, crop diseases and its selling. Below
are the questions that must be answered for the better production of crop.
 Fundamental information such as which crop to plant? Which seed varieties is to be
used?
 When he can show and for weather information is required? Best cultivation practices for
my crops and soil
 Which fertilizer and pesticides will be required for the crop?
 The Prices, demand indicators, and logistical information for transport [9].
Fig 1 – Information needs of farmers (Adapted from Mittal, 2010)
Agriculture information apps can be categories or classified as follow:
• Business apps
• Conference apps
International Journal of Information Sciences and Techniques (IJIST) Vol.6, No.1/2, March 2016
64
• Diseases and pests apps
• Farm management apps
• Learning and reference apps
• Location-based apps
• Market data apps
• Weather apps
In fig. 2, it can be seen the development of apps categories wise in the form of diagram with its
percentage (%). The number of apps developed for the agriculture related activities are very few
and it is required to develop one single app through which an uneducated farmers can easily
utilise it for the farming activities.
Fig. 2 Development of Android applications (in %)
We survey the following android app in the different area of agriculture. We found that all apps
are having dissimilar features. The FarmManager app is developed for the Greeek farmers for
small farm only. The AgroMobile app is useful for only recognition of botanical species and
disease detection. The Krishi Ville app is for agricultural commodities, weather forecast updates
and agricultural news updates, other farm activities cannot do by this app. The Agriculture Supply
Chain Management app is useful for those farmer who want to produce sugarcane. The
Scheduling, Controlling And Monitoring of Agricultural Devices app is limited to the work of
controlling the motor and pesticides proportion, monitoring the farming activities going on and
irrigation. The E-agree app is for detecting the leaf diseases. The Farmer Helping Services
provide the Horticulture information about flowers, fruits and vegetables in Gujarati Language.
The list of apps with its functionalities and limitations is shown in the table 1.
International Journal of Information Sciences and Techniques (IJIST) Vol.6, No.1/2, March 2016
65
Table 1. Android Apps and its description
App Name Usage Reference
FarmManager The management of small farms, designed and [2]
developed to respond to the needs and Characteristics
of farmers of Greek. It can store database, do farm
customization, easy field management, land field
data, easy job recording process, employees and
equipment.
AgroMobile Develop Especially for the Indian farmers to assist [4]
them in agricultural needs. It is used for botanical
species recognition and disease detection using a
simple mobile phone with camera.
Krishi Ville It takes care of the updates of the different [5]
agricultural commodities, weather forecast updates,
agricultural news updates. The application has been
designed taking Indian farming in consideration.
Agriculture Supply Chain The complete package for farmers who want to do [10]
Management farming on sugarcane and obtain good production
with proper management.
Scheduling, Controlling Used to farmer in controlling the motor and [11]
And Monitoring of pesticides proportion, monitoring the farming
Agricultural Devices activities going on in the farm remotely and also
allow for improving the efficiency of the irrigation
process.
E-agree Used to detect detects leaf diseases. Also provides [12]
online market place, market rate guide, weather report
and soil information to the farmer.
Agriculture Decision Provide information for cultivation of various kinds [13]
Support System of crops in various type of atmosphere.
Solution for farmer Provide information to the farmers about how to get [14]
consumer interaction access to better inputs and gain more productivity; get
connected to the end consumers. Also give
information like the activities he should perform right
from the time when the seed germinates till the day
when the crop is ready to be harvested.
International Journal of Information Sciences and Techniques (IJIST) Vol.6, No.1/2, March 2016
66
MahaFarm Helps in their farming activities that include agro- [15]
based crop information, weather updates, daily
market prices and news/loan informational updates.
Farmer Helping Services Offers all the Horticulture information about flowers, [16]
fruits and vegetables in Gujarati Language.
Efficient Use of Water and Power; helps the farmer to [17]
Irrigation Control System ON/OFF the motor without his physical presence in
the field.
Kharif and Rabi Crop Provides all Kharif and Rabi diseases details [18]
Diseases Information information such as types of diseases, pesticides used,
method for applying pesticides.
4. Conclusion
Different apps are developed and used by farmers for their specific purpose. All this apps have
different usage as per its functionalities. Many apps are being utilized for different kind of
functionality regarding the farming activities like cropping information, pesticides, fertilizer,
seed, selling of crop, irrigation information, estimation of crop production, weather information
and information regarding the best practices of farming. We found that many of the apps are
static. Instead of that dynamic apps will be better to use. Also if all such listed functionalities are
bundle into the one single app and in the native language of the farmer, then it is easy to utilize it.
ACKNOWLEDGEMENTS
I would like to express my sincerest thanks to the Principal Dr. Atul Patel for his continues
support.
REFERENCES
[1] Steinberger, G., Rothmund, M., & Auernhammer, H. (2009) ―Mobile farm equipment as a data
source in an agricultural service architecture‖, Computers and Electronics in Agriculture, 65(2), 238-
246.
[2] Lantzos, T., Koykoyris, G., & Salampasis, M. (2013) ―FarmManager: an Android application for the
management of small farms‖, Procedia Technology, 8, 587-592.
[3] Voulodimos, A. S., Patrikakis, C. Z., Sideridis, A. B., Ntafis, V. A., & Xylouri, E. M. (2010) ―A
complete farm management system based on animal identification using RFID technology‖,
Computers and Electronics in Agriculture, 70(2), 380-388.
[4] Prasad, S., Peddoju, S. K., & Ghosh, D. (2013) ―AgroMobile: A Cloud-Based Framework for
Agriculturists on Mobile Platform‖, International Journal of Advanced Science and Technology, 59,
41-52.
[5] Singhal, M., Verma, K., & Shukla, A. (2011, December) ―Krishi Ville—Android based solution for
Indian agriculture‖, In Advanced Networks and Telecommunication Systems (ANTS), 2011 IEEE 5th
International Conference on (pp. 1-5). IEEE.
[6] ICTinIndianAgriculture–DisseminatingInformationtoFarmers,
http://www.iupindia.in/205/EE_ICT_in_Indian_Agriculture_44.html
[7] KISSAN KERALA, http://www.kissankerala.net/mobile/index.jsp#mobile
International Journal of Information Sciences and Techniques (IJIST) Vol.6, No.1/2, March 2016
67
[8] http://blog.floatlearning.com/Portals/241955/docs/float%20mobile%20learning%20-
%20the%20application%20of%20mobile%20computing%20to%20the%20business%20of%20farmin
g.pdf
[9] Mittal, S., Gandhi, S., & Tripathi, G. (2010) ―Socio-economic impact of mobile phones on Indian
agriculture‖, New Delhi: Indian Council for Research on International Economic Relations, (p. 53).
[10] Monika Chirmade, Komal Tayade, Gaurav Sham Bankar, Shounak Sugave (2015) ―Agriculture
Supply Chain Management Based Android Application‖, International Journal of Advanced Research
in Computer and Communication Engineering, Vol. 4, Issue 4
[11] Mukesh Choudhary, Sumeet Dhone, Akshay Jadhav, Chetan Dhandal, Prof. J. M. Nighot
(2015) ―Scheduling, Controlling And Monitoring of Agricultural Devices Using Android
Application‖, International Journal of Advanced Research in Computer Engineering & Technology,
Vol. 4, Issue 4
[12] Santosh Reddy, Abhijeet Pawar, Sumit Rasane, Suraj Kadam (2015) ―A Survey on Crop Disease
Detection and Prevention using Android Application‖, International Journal of Innovative Science,
Engineering & Technology, Vol. 2, Issue 4
[13] Rachana P. Koli1, V. D. Jadhav2 (2015), ― Agriculture Decision Support System As Android
Application‖, International Journal of Science and Research, Vol. 4 Issue 4
[14] Deshpande Radhika, Bhalekar Dipali, Mutkule Prasad, Sanjay Pandhare, Nawale Akshay(2015)
―One Stop Solution for Farmer Consumer Interaction‖, IJCA Proceedings on National Conference
on Advances in Computing NCAC (6):16-19
[15] Aniket Bhave, Rahul Joshi, Ryan Fernandes(2014) ―MahaFarm – An Adroid Based Solution for
Remunerative Agriculture‖, International Journal of Research in Advent Technology, Vol.2, No.4
[16] Patel, V. B., Thakkar, R. G., & Radadiya, B. L. (2014) ‖ An Android Application for Farmers to
Disseminate Horticulture Information‖, International Journal of Computer Applications, 88(4)
[17] Laxmi Shabadi, Nandini Patil, Nikita. M, Shruti. J, Smitha. P & Swati. C (2014) ‖ Irrigation Control
System Using Android and GSM for Efficient Use of Water and Power‖, International Journal of
Advanced Research in Computer Science and Software Engineering, Volume 4, Issue 7
[18] Mr.Vimal B.Patel, Dr. Rahul G. Thakkar, Mr. Hardikkumar V. Desai (2014) ‖An Android Application
for Farmers for Kharif and Rabi Crop Diseases Information‖, International Journal of Advanced
Research in Computer Science and Software Engineering, Volume 4, Issue 10
AUTHORS
Hetal Patel has completed her Bachelor of Computer Science from Sardar Patel University
in 2004. In 2006, she holds degree of Master of Computer Applications from Sardar Patel
University in 2006. Since 2014, she is presently working with Smt. Chandaben Mohanbhai
Patel Institute of Computer Applications, under CHARUSAT University of Science and
Technology, situated at Changa, Gujarat, as an Assistant Professor. She is pursuing Ph.D. in
the subject of Data Mining.
Dr. Dharmendra Patel received Bachelor Degree in Industrial Chemistry- BSc.
(Industrial Chemistry) from North Gujarat University, Gujarat, India and Master Degree
in Computer Applications (MCA) from North Gujarat University, Gujarat, India. He
completed his Ph.D., in the field of Web Usage Mining. He is HOD of MCA Department
at Smt. Chandaben Mohanbhai Patel Institute of Computer Applications, under
CHARUSAT University of Science and Technology (CHARUSAT), Changa, Gujarat,
India.

More Related Content

Similar to SURVEY OF ANDROID APPS FOR AGRICULTURE SECTOR

Role of mobile/ internet based software in modern fruit production & management.
Role of mobile/ internet based software in modern fruit production & management.Role of mobile/ internet based software in modern fruit production & management.
Role of mobile/ internet based software in modern fruit production & management.shivamsinghaniya2
 
Digital Technologies for Transforming Indian Agriculture in 21st Century
Digital Technologies for Transforming Indian Agriculture in 21st Century Digital Technologies for Transforming Indian Agriculture in 21st Century
Digital Technologies for Transforming Indian Agriculture in 21st Century Lokesh Waran
 
Technology and Agriculture: How Mobile Apps Have Made Them Meet
Technology and Agriculture: How Mobile Apps Have Made Them MeetTechnology and Agriculture: How Mobile Apps Have Made Them Meet
Technology and Agriculture: How Mobile Apps Have Made Them MeetPixel Crayons
 
Study climate and impact of ict in cultivation of crops in yawal taluka, khan...
Study climate and impact of ict in cultivation of crops in yawal taluka, khan...Study climate and impact of ict in cultivation of crops in yawal taluka, khan...
Study climate and impact of ict in cultivation of crops in yawal taluka, khan...eSAT Journals
 
Agriculture development with computer science and engg.ppt
Agriculture development with computer science and engg.pptAgriculture development with computer science and engg.ppt
Agriculture development with computer science and engg.pptBikash Kumar
 
IJSRED-V2I2P53
IJSRED-V2I2P53IJSRED-V2I2P53
IJSRED-V2I2P53IJSRED
 
Information Communication Technology and Indian Agriculture
Information Communication Technology and Indian AgricultureInformation Communication Technology and Indian Agriculture
Information Communication Technology and Indian Agricultureijtsrd
 
Mobile apps in Agriculture
Mobile apps in Agriculture Mobile apps in Agriculture
Mobile apps in Agriculture Lokesh Waran
 
Application of Mobile Phone in Agricultural Marketing in Bangladesh
Application of Mobile Phone in Agricultural Marketing in BangladeshApplication of Mobile Phone in Agricultural Marketing in Bangladesh
Application of Mobile Phone in Agricultural Marketing in BangladeshIOSRJBM
 
IRJET - Prototype Android based Real Time Crop Information Collection System
 IRJET - Prototype Android based Real Time Crop Information Collection System IRJET - Prototype Android based Real Time Crop Information Collection System
IRJET - Prototype Android based Real Time Crop Information Collection SystemIRJET Journal
 
Artificial Intelligence in Agriculture
Artificial Intelligence in AgricultureArtificial Intelligence in Agriculture
Artificial Intelligence in Agricultureijtsrd
 
Use of closed loop system using Arduino for different parameters in farming
Use of closed loop system using Arduino for different parameters in farmingUse of closed loop system using Arduino for different parameters in farming
Use of closed loop system using Arduino for different parameters in farmingjournalBEEI
 
Agriculture technology trends 2021: Collaborating tech with agriculture
Agriculture technology trends 2021: Collaborating tech with agricultureAgriculture technology trends 2021: Collaborating tech with agriculture
Agriculture technology trends 2021: Collaborating tech with agricultureKaty Slemon
 
VYAPARI KISAN: AN E-COMMERCE APPLICATION FOR FARMERS
VYAPARI KISAN: AN E-COMMERCE APPLICATION FOR FARMERSVYAPARI KISAN: AN E-COMMERCE APPLICATION FOR FARMERS
VYAPARI KISAN: AN E-COMMERCE APPLICATION FOR FARMERSIRJET Journal
 
Drizzly-An Android Application Of Unmanned Motor Starter For Agriculture Region
Drizzly-An Android Application Of Unmanned Motor Starter For Agriculture RegionDrizzly-An Android Application Of Unmanned Motor Starter For Agriculture Region
Drizzly-An Android Application Of Unmanned Motor Starter For Agriculture RegionSangeetha Mam
 
IRJET - App to Connect Farmers with FPI and Retail
IRJET - App to Connect Farmers with FPI and RetailIRJET - App to Connect Farmers with FPI and Retail
IRJET - App to Connect Farmers with FPI and RetailIRJET Journal
 
Agricultural informatics in INDIA
Agricultural informatics in INDIAAgricultural informatics in INDIA
Agricultural informatics in INDIAHimanshu Pandey
 
Internet of Things Hydroponics Agriculture (IoTHA) Using Web/Mobile Applications
Internet of Things Hydroponics Agriculture (IoTHA) Using Web/Mobile ApplicationsInternet of Things Hydroponics Agriculture (IoTHA) Using Web/Mobile Applications
Internet of Things Hydroponics Agriculture (IoTHA) Using Web/Mobile ApplicationsIRJET Journal
 

Similar to SURVEY OF ANDROID APPS FOR AGRICULTURE SECTOR (20)

Role of mobile/ internet based software in modern fruit production & management.
Role of mobile/ internet based software in modern fruit production & management.Role of mobile/ internet based software in modern fruit production & management.
Role of mobile/ internet based software in modern fruit production & management.
 
Digital Technologies for Transforming Indian Agriculture in 21st Century
Digital Technologies for Transforming Indian Agriculture in 21st Century Digital Technologies for Transforming Indian Agriculture in 21st Century
Digital Technologies for Transforming Indian Agriculture in 21st Century
 
PP
PPPP
PP
 
Technology and Agriculture: How Mobile Apps Have Made Them Meet
Technology and Agriculture: How Mobile Apps Have Made Them MeetTechnology and Agriculture: How Mobile Apps Have Made Them Meet
Technology and Agriculture: How Mobile Apps Have Made Them Meet
 
Study climate and impact of ict in cultivation of crops in yawal taluka, khan...
Study climate and impact of ict in cultivation of crops in yawal taluka, khan...Study climate and impact of ict in cultivation of crops in yawal taluka, khan...
Study climate and impact of ict in cultivation of crops in yawal taluka, khan...
 
Agriculture development with computer science and engg.ppt
Agriculture development with computer science and engg.pptAgriculture development with computer science and engg.ppt
Agriculture development with computer science and engg.ppt
 
[IJET-V1I4P17] Authors: Fahimuddin. Shaik, Dr.Anil Kumar Sharma, Dr.Syed.Must...
[IJET-V1I4P17] Authors: Fahimuddin. Shaik, Dr.Anil Kumar Sharma, Dr.Syed.Must...[IJET-V1I4P17] Authors: Fahimuddin. Shaik, Dr.Anil Kumar Sharma, Dr.Syed.Must...
[IJET-V1I4P17] Authors: Fahimuddin. Shaik, Dr.Anil Kumar Sharma, Dr.Syed.Must...
 
IJSRED-V2I2P53
IJSRED-V2I2P53IJSRED-V2I2P53
IJSRED-V2I2P53
 
Information Communication Technology and Indian Agriculture
Information Communication Technology and Indian AgricultureInformation Communication Technology and Indian Agriculture
Information Communication Technology and Indian Agriculture
 
Mobile apps in Agriculture
Mobile apps in Agriculture Mobile apps in Agriculture
Mobile apps in Agriculture
 
Application of Mobile Phone in Agricultural Marketing in Bangladesh
Application of Mobile Phone in Agricultural Marketing in BangladeshApplication of Mobile Phone in Agricultural Marketing in Bangladesh
Application of Mobile Phone in Agricultural Marketing in Bangladesh
 
IRJET - Prototype Android based Real Time Crop Information Collection System
 IRJET - Prototype Android based Real Time Crop Information Collection System IRJET - Prototype Android based Real Time Crop Information Collection System
IRJET - Prototype Android based Real Time Crop Information Collection System
 
Artificial Intelligence in Agriculture
Artificial Intelligence in AgricultureArtificial Intelligence in Agriculture
Artificial Intelligence in Agriculture
 
Use of closed loop system using Arduino for different parameters in farming
Use of closed loop system using Arduino for different parameters in farmingUse of closed loop system using Arduino for different parameters in farming
Use of closed loop system using Arduino for different parameters in farming
 
Agriculture technology trends 2021: Collaborating tech with agriculture
Agriculture technology trends 2021: Collaborating tech with agricultureAgriculture technology trends 2021: Collaborating tech with agriculture
Agriculture technology trends 2021: Collaborating tech with agriculture
 
VYAPARI KISAN: AN E-COMMERCE APPLICATION FOR FARMERS
VYAPARI KISAN: AN E-COMMERCE APPLICATION FOR FARMERSVYAPARI KISAN: AN E-COMMERCE APPLICATION FOR FARMERS
VYAPARI KISAN: AN E-COMMERCE APPLICATION FOR FARMERS
 
Drizzly-An Android Application Of Unmanned Motor Starter For Agriculture Region
Drizzly-An Android Application Of Unmanned Motor Starter For Agriculture RegionDrizzly-An Android Application Of Unmanned Motor Starter For Agriculture Region
Drizzly-An Android Application Of Unmanned Motor Starter For Agriculture Region
 
IRJET - App to Connect Farmers with FPI and Retail
IRJET - App to Connect Farmers with FPI and RetailIRJET - App to Connect Farmers with FPI and Retail
IRJET - App to Connect Farmers with FPI and Retail
 
Agricultural informatics in INDIA
Agricultural informatics in INDIAAgricultural informatics in INDIA
Agricultural informatics in INDIA
 
Internet of Things Hydroponics Agriculture (IoTHA) Using Web/Mobile Applications
Internet of Things Hydroponics Agriculture (IoTHA) Using Web/Mobile ApplicationsInternet of Things Hydroponics Agriculture (IoTHA) Using Web/Mobile Applications
Internet of Things Hydroponics Agriculture (IoTHA) Using Web/Mobile Applications
 

More from ijistjournal

International Journal of Information Sciences and Techniques (IJIST)
International Journal of Information Sciences and Techniques (IJIST)International Journal of Information Sciences and Techniques (IJIST)
International Journal of Information Sciences and Techniques (IJIST)ijistjournal
 
BRAIN TUMOR MRIIMAGE CLASSIFICATION WITH FEATURE SELECTION AND EXTRACTION USI...
BRAIN TUMOR MRIIMAGE CLASSIFICATION WITH FEATURE SELECTION AND EXTRACTION USI...BRAIN TUMOR MRIIMAGE CLASSIFICATION WITH FEATURE SELECTION AND EXTRACTION USI...
BRAIN TUMOR MRIIMAGE CLASSIFICATION WITH FEATURE SELECTION AND EXTRACTION USI...ijistjournal
 
Research Article Submission - International Journal of Information Sciences a...
Research Article Submission - International Journal of Information Sciences a...Research Article Submission - International Journal of Information Sciences a...
Research Article Submission - International Journal of Information Sciences a...ijistjournal
 
A MEDIAN BASED DIRECTIONAL CASCADED WITH MASK FILTER FOR REMOVAL OF RVIN
A MEDIAN BASED DIRECTIONAL CASCADED WITH MASK FILTER FOR REMOVAL OF RVINA MEDIAN BASED DIRECTIONAL CASCADED WITH MASK FILTER FOR REMOVAL OF RVIN
A MEDIAN BASED DIRECTIONAL CASCADED WITH MASK FILTER FOR REMOVAL OF RVINijistjournal
 
DECEPTION AND RACISM IN THE TUSKEGEE SYPHILIS STUDY
DECEPTION AND RACISM IN THE TUSKEGEE  SYPHILIS STUDYDECEPTION AND RACISM IN THE TUSKEGEE  SYPHILIS STUDY
DECEPTION AND RACISM IN THE TUSKEGEE SYPHILIS STUDYijistjournal
 
Online Paper Submission - International Journal of Information Sciences and T...
Online Paper Submission - International Journal of Information Sciences and T...Online Paper Submission - International Journal of Information Sciences and T...
Online Paper Submission - International Journal of Information Sciences and T...ijistjournal
 
A NOVEL APPROACH FOR SEGMENTATION OF SECTOR SCAN SONAR IMAGES USING ADAPTIVE ...
A NOVEL APPROACH FOR SEGMENTATION OF SECTOR SCAN SONAR IMAGES USING ADAPTIVE ...A NOVEL APPROACH FOR SEGMENTATION OF SECTOR SCAN SONAR IMAGES USING ADAPTIVE ...
A NOVEL APPROACH FOR SEGMENTATION OF SECTOR SCAN SONAR IMAGES USING ADAPTIVE ...ijistjournal
 
Call for Papers - International Journal of Information Sciences and Technique...
Call for Papers - International Journal of Information Sciences and Technique...Call for Papers - International Journal of Information Sciences and Technique...
Call for Papers - International Journal of Information Sciences and Technique...ijistjournal
 
Online Paper Submission - 4th International Conference on NLP & Data Mining (...
Online Paper Submission - 4th International Conference on NLP & Data Mining (...Online Paper Submission - 4th International Conference on NLP & Data Mining (...
Online Paper Submission - 4th International Conference on NLP & Data Mining (...ijistjournal
 
TOWARDS AUTOMATIC DETECTION OF SENTIMENTS IN CUSTOMER REVIEWS
TOWARDS AUTOMATIC DETECTION OF SENTIMENTS IN CUSTOMER REVIEWSTOWARDS AUTOMATIC DETECTION OF SENTIMENTS IN CUSTOMER REVIEWS
TOWARDS AUTOMATIC DETECTION OF SENTIMENTS IN CUSTOMER REVIEWSijistjournal
 
Research Articles Submission - International Journal of Information Sciences ...
Research Articles Submission - International Journal of Information Sciences ...Research Articles Submission - International Journal of Information Sciences ...
Research Articles Submission - International Journal of Information Sciences ...ijistjournal
 
ANALYSIS OF IMAGE WATERMARKING USING LEAST SIGNIFICANT BIT ALGORITHM
ANALYSIS OF IMAGE WATERMARKING USING LEAST SIGNIFICANT BIT ALGORITHMANALYSIS OF IMAGE WATERMARKING USING LEAST SIGNIFICANT BIT ALGORITHM
ANALYSIS OF IMAGE WATERMARKING USING LEAST SIGNIFICANT BIT ALGORITHMijistjournal
 
Call for Research Articles - 6th International Conference on Machine Learning...
Call for Research Articles - 6th International Conference on Machine Learning...Call for Research Articles - 6th International Conference on Machine Learning...
Call for Research Articles - 6th International Conference on Machine Learning...ijistjournal
 
Online Paper Submission - International Journal of Information Sciences and T...
Online Paper Submission - International Journal of Information Sciences and T...Online Paper Submission - International Journal of Information Sciences and T...
Online Paper Submission - International Journal of Information Sciences and T...ijistjournal
 
Colour Image Steganography Based on Pixel Value Differencing in Spatial Domain
Colour Image Steganography Based on Pixel Value Differencing in Spatial DomainColour Image Steganography Based on Pixel Value Differencing in Spatial Domain
Colour Image Steganography Based on Pixel Value Differencing in Spatial Domainijistjournal
 
Call for Research Articles - 5th International conference on Advanced Natural...
Call for Research Articles - 5th International conference on Advanced Natural...Call for Research Articles - 5th International conference on Advanced Natural...
Call for Research Articles - 5th International conference on Advanced Natural...ijistjournal
 
International Journal of Information Sciences and Techniques (IJIST)
International Journal of Information Sciences and Techniques (IJIST)International Journal of Information Sciences and Techniques (IJIST)
International Journal of Information Sciences and Techniques (IJIST)ijistjournal
 
Research Article Submission - International Journal of Information Sciences a...
Research Article Submission - International Journal of Information Sciences a...Research Article Submission - International Journal of Information Sciences a...
Research Article Submission - International Journal of Information Sciences a...ijistjournal
 
Design and Implementation of LZW Data Compression Algorithm
Design and Implementation of LZW Data Compression AlgorithmDesign and Implementation of LZW Data Compression Algorithm
Design and Implementation of LZW Data Compression Algorithmijistjournal
 
Online Paper Submission - 5th International Conference on Soft Computing, Art...
Online Paper Submission - 5th International Conference on Soft Computing, Art...Online Paper Submission - 5th International Conference on Soft Computing, Art...
Online Paper Submission - 5th International Conference on Soft Computing, Art...ijistjournal
 

More from ijistjournal (20)

International Journal of Information Sciences and Techniques (IJIST)
International Journal of Information Sciences and Techniques (IJIST)International Journal of Information Sciences and Techniques (IJIST)
International Journal of Information Sciences and Techniques (IJIST)
 
BRAIN TUMOR MRIIMAGE CLASSIFICATION WITH FEATURE SELECTION AND EXTRACTION USI...
BRAIN TUMOR MRIIMAGE CLASSIFICATION WITH FEATURE SELECTION AND EXTRACTION USI...BRAIN TUMOR MRIIMAGE CLASSIFICATION WITH FEATURE SELECTION AND EXTRACTION USI...
BRAIN TUMOR MRIIMAGE CLASSIFICATION WITH FEATURE SELECTION AND EXTRACTION USI...
 
Research Article Submission - International Journal of Information Sciences a...
Research Article Submission - International Journal of Information Sciences a...Research Article Submission - International Journal of Information Sciences a...
Research Article Submission - International Journal of Information Sciences a...
 
A MEDIAN BASED DIRECTIONAL CASCADED WITH MASK FILTER FOR REMOVAL OF RVIN
A MEDIAN BASED DIRECTIONAL CASCADED WITH MASK FILTER FOR REMOVAL OF RVINA MEDIAN BASED DIRECTIONAL CASCADED WITH MASK FILTER FOR REMOVAL OF RVIN
A MEDIAN BASED DIRECTIONAL CASCADED WITH MASK FILTER FOR REMOVAL OF RVIN
 
DECEPTION AND RACISM IN THE TUSKEGEE SYPHILIS STUDY
DECEPTION AND RACISM IN THE TUSKEGEE  SYPHILIS STUDYDECEPTION AND RACISM IN THE TUSKEGEE  SYPHILIS STUDY
DECEPTION AND RACISM IN THE TUSKEGEE SYPHILIS STUDY
 
Online Paper Submission - International Journal of Information Sciences and T...
Online Paper Submission - International Journal of Information Sciences and T...Online Paper Submission - International Journal of Information Sciences and T...
Online Paper Submission - International Journal of Information Sciences and T...
 
A NOVEL APPROACH FOR SEGMENTATION OF SECTOR SCAN SONAR IMAGES USING ADAPTIVE ...
A NOVEL APPROACH FOR SEGMENTATION OF SECTOR SCAN SONAR IMAGES USING ADAPTIVE ...A NOVEL APPROACH FOR SEGMENTATION OF SECTOR SCAN SONAR IMAGES USING ADAPTIVE ...
A NOVEL APPROACH FOR SEGMENTATION OF SECTOR SCAN SONAR IMAGES USING ADAPTIVE ...
 
Call for Papers - International Journal of Information Sciences and Technique...
Call for Papers - International Journal of Information Sciences and Technique...Call for Papers - International Journal of Information Sciences and Technique...
Call for Papers - International Journal of Information Sciences and Technique...
 
Online Paper Submission - 4th International Conference on NLP & Data Mining (...
Online Paper Submission - 4th International Conference on NLP & Data Mining (...Online Paper Submission - 4th International Conference on NLP & Data Mining (...
Online Paper Submission - 4th International Conference on NLP & Data Mining (...
 
TOWARDS AUTOMATIC DETECTION OF SENTIMENTS IN CUSTOMER REVIEWS
TOWARDS AUTOMATIC DETECTION OF SENTIMENTS IN CUSTOMER REVIEWSTOWARDS AUTOMATIC DETECTION OF SENTIMENTS IN CUSTOMER REVIEWS
TOWARDS AUTOMATIC DETECTION OF SENTIMENTS IN CUSTOMER REVIEWS
 
Research Articles Submission - International Journal of Information Sciences ...
Research Articles Submission - International Journal of Information Sciences ...Research Articles Submission - International Journal of Information Sciences ...
Research Articles Submission - International Journal of Information Sciences ...
 
ANALYSIS OF IMAGE WATERMARKING USING LEAST SIGNIFICANT BIT ALGORITHM
ANALYSIS OF IMAGE WATERMARKING USING LEAST SIGNIFICANT BIT ALGORITHMANALYSIS OF IMAGE WATERMARKING USING LEAST SIGNIFICANT BIT ALGORITHM
ANALYSIS OF IMAGE WATERMARKING USING LEAST SIGNIFICANT BIT ALGORITHM
 
Call for Research Articles - 6th International Conference on Machine Learning...
Call for Research Articles - 6th International Conference on Machine Learning...Call for Research Articles - 6th International Conference on Machine Learning...
Call for Research Articles - 6th International Conference on Machine Learning...
 
Online Paper Submission - International Journal of Information Sciences and T...
Online Paper Submission - International Journal of Information Sciences and T...Online Paper Submission - International Journal of Information Sciences and T...
Online Paper Submission - International Journal of Information Sciences and T...
 
Colour Image Steganography Based on Pixel Value Differencing in Spatial Domain
Colour Image Steganography Based on Pixel Value Differencing in Spatial DomainColour Image Steganography Based on Pixel Value Differencing in Spatial Domain
Colour Image Steganography Based on Pixel Value Differencing in Spatial Domain
 
Call for Research Articles - 5th International conference on Advanced Natural...
Call for Research Articles - 5th International conference on Advanced Natural...Call for Research Articles - 5th International conference on Advanced Natural...
Call for Research Articles - 5th International conference on Advanced Natural...
 
International Journal of Information Sciences and Techniques (IJIST)
International Journal of Information Sciences and Techniques (IJIST)International Journal of Information Sciences and Techniques (IJIST)
International Journal of Information Sciences and Techniques (IJIST)
 
Research Article Submission - International Journal of Information Sciences a...
Research Article Submission - International Journal of Information Sciences a...Research Article Submission - International Journal of Information Sciences a...
Research Article Submission - International Journal of Information Sciences a...
 
Design and Implementation of LZW Data Compression Algorithm
Design and Implementation of LZW Data Compression AlgorithmDesign and Implementation of LZW Data Compression Algorithm
Design and Implementation of LZW Data Compression Algorithm
 
Online Paper Submission - 5th International Conference on Soft Computing, Art...
Online Paper Submission - 5th International Conference on Soft Computing, Art...Online Paper Submission - 5th International Conference on Soft Computing, Art...
Online Paper Submission - 5th International Conference on Soft Computing, Art...
 

Recently uploaded

(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxpranjaldaimarysona
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxupamatechverse
 
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)simmis5
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxupamatechverse
 
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...ranjana rawat
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
Russian Call Girls in Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
Russian Call Girls in Nagpur Grishma Call 7001035870 Meet With Nagpur EscortsRussian Call Girls in Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
Russian Call Girls in Nagpur Grishma Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...ranjana rawat
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...ranjana rawat
 
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Bookingdharasingh5698
 
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingUNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingrknatarajan
 
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfKamal Acharya
 
result management system report for college project
result management system report for college projectresult management system report for college project
result management system report for college projectTonystark477637
 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 

Recently uploaded (20)

Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and RoutesRoadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
 
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINEDJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
 
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptx
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptx
 
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
 
Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptx
 
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
 
Russian Call Girls in Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
Russian Call Girls in Nagpur Grishma Call 7001035870 Meet With Nagpur EscortsRussian Call Girls in Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
Russian Call Girls in Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
 
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
 
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
 
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingUNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
 
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
 
result management system report for college project
result management system report for college projectresult management system report for college project
result management system report for college project
 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
 

SURVEY OF ANDROID APPS FOR AGRICULTURE SECTOR

  • 1. International Journal of Information Sciences and Techniques (IJIST) Vol.6, No.1/2, March 2016 DOI : 10.5121/ijist.2016.6207 61 SURVEY OF ANDROID APPS FOR AGRICULTURE SECTOR Hetal Patel and Dharmendra Patel Assistant Professor, Smt. Chandaben Mohanbhai Patel Institute of Computer Applications, CHARUSAT, Changa ABSTRACT India is an agriculture based developing country. Information dissemination to the knowledge intensive agriculture sector is upgraded by mobile-enabled information services and rapid growth of mobile telephony. It bridge the gap between the availability of agricultural input and delivery of agricultural outputs and agriculture infrastructure. Mobile computing, cloud computing, machine learning and soft computing are the immerging techniques which are being used in almost all fields of research. Apart from this, they are also useful in our day-to-day activities such as education, medical and agriculture. This paper explores how Android Apps of agricultural services have impacted the farmers in their farming activities. KEYWORDS Android Apps, Mobile computing, Machine learning, Cloud computing 1. INTRODUCTION This Agriculture is the primary occupation of the larger part of Indian population. 65-70 % of Indian population is being depends on agriculture for their living. The challenging task for farmers is information management mainly in terms of the amount of data and the complexity of processes in precision farming. The data regarding farming are available from many sources like printed media, audio and visual aids, newspaper, TV, internet, mobile etc. but the formats and structures of data are dissimilar. So it‘s very hard for farmer to get the information and to understand the various information which are disseminate from various sources. Sometime many manual steps are required while processing data for transforming data from one format to another. The progression in the agriculture production straight increases the Indian Economy and vice- versa is also true. Mobile apps in the arena of agriculture can be the best option to increase countries‘agriculture production. The inventions in technology in agriculture domain are not getting to the farmers; because of either most of them are illiterates or due to unawareness of the location from where they can have information. Hence, utmost of the farmers is being failed in acquisition of the possible production rate [4]. Today farmers are receiving diverse facts or information about faming like seeds, crop selection, crop processes weather, fertilizer, pesticides etc. from various resources which are distributed on
  • 2. International Journal of Information Sciences and Techniques (IJIST) Vol.6, No.1/2, March 2016 62 many different locations according to its origin, its processors, producers or vendors. The data having different format and may have different specific contents can be heterogeneous in their structure and format [1]. Therefore it is required to develop a system from where the required information is available to the farmer directly. New opportunities are shaped by smart phone technology for farmers. Farmers are capable with a low cost smart phone and the particular software to gain facilities which couldn‘t available on their hands before. In the days of financial crisis, farming is becoming more and more vigorous and much more important to be completed efficiently during the time period. Several mobile applications have been developed for acquisition of data in the field [1], livestock management [3], AgroMobile [4], Krishiville [5] etc. This paper deals with the analysis of available android based applications which are useful for farmers. 2. SMART PHONES Information and Communication Technologies has seen a powerful role in daily life of farmers. ICT (Information and Communication Technology) in agriculture is an emerging field focusing on the agricultural development and rural development in India. Introduction of ICT in Indian agriculture [2] enables the dissemination of requisite information at the right time [6]. The rapid growth of mobile telephony and the introduction of mobile enabled information services provide a means to overcome existing asymmetry of information in all field like agriculture, healthcare and education. There is a big gap between the availability and delivery of agriculture inputs and agriculture infrastructure that can be is bridge by the mobile technologies. A smart phone is the device that is used to make telephone calls, having additional features and abilities like to send and receive e-mail, Wi-Fi and modem ability, internet access, Office documents, easy touch screen operation and most of all the capability to run custom software. The ‗user interface‘ is one more important characteristic of smart phone. A smart phone has a touch screen facilities with abilities to zoom in and out using simple interface ‗buttons, menus and forms and the support of ―qwerty‖ keyboard makes them easy and simple to operate for people who are not very aware with ICT technology and even not enough educated. The software must be easy to operate and farmer has to supply only the specific data required to complete an operation or a process. The cost of the smart phone is varying from law range to high range. So it‘s easy for farmers to but any kind of smart phone which is in their budget. 2.1 Android Architecture Android is an open source development platform that offers to build the very powerful applications to developers. Android operating system is a stack of software components which is roughly divided into five sections like Applications, Application Framework, Libraries, Android Runtime, Linux Kernel and four main layers. It helps the developers to take free advantage of the device hardware, access location information, run background services, call divert and sms etc. Once the application has been published, it can download from third-party sites or through online stores such as Android Market, the app store run by Google.
  • 3. International Journal of Information Sciences and Techniques (IJIST) Vol.6, No.1/2, March 2016 63 3. STUDY/ REVIEW OF ANDROID APPLICATIONS FOR AGRICULTURE SECTOR The basic information required by the farmers is as follow and shown in the figure 1. The author shows the information required from the crop planning to the selling of crop. The very basic information need by the farmers are about information of soil, type of seed, required pesticide for the particular crop in all stage of its growth, fertilizer type, crop diseases and its selling. Below are the questions that must be answered for the better production of crop.  Fundamental information such as which crop to plant? Which seed varieties is to be used?  When he can show and for weather information is required? Best cultivation practices for my crops and soil  Which fertilizer and pesticides will be required for the crop?  The Prices, demand indicators, and logistical information for transport [9]. Fig 1 – Information needs of farmers (Adapted from Mittal, 2010) Agriculture information apps can be categories or classified as follow: • Business apps • Conference apps
  • 4. International Journal of Information Sciences and Techniques (IJIST) Vol.6, No.1/2, March 2016 64 • Diseases and pests apps • Farm management apps • Learning and reference apps • Location-based apps • Market data apps • Weather apps In fig. 2, it can be seen the development of apps categories wise in the form of diagram with its percentage (%). The number of apps developed for the agriculture related activities are very few and it is required to develop one single app through which an uneducated farmers can easily utilise it for the farming activities. Fig. 2 Development of Android applications (in %) We survey the following android app in the different area of agriculture. We found that all apps are having dissimilar features. The FarmManager app is developed for the Greeek farmers for small farm only. The AgroMobile app is useful for only recognition of botanical species and disease detection. The Krishi Ville app is for agricultural commodities, weather forecast updates and agricultural news updates, other farm activities cannot do by this app. The Agriculture Supply Chain Management app is useful for those farmer who want to produce sugarcane. The Scheduling, Controlling And Monitoring of Agricultural Devices app is limited to the work of controlling the motor and pesticides proportion, monitoring the farming activities going on and irrigation. The E-agree app is for detecting the leaf diseases. The Farmer Helping Services provide the Horticulture information about flowers, fruits and vegetables in Gujarati Language. The list of apps with its functionalities and limitations is shown in the table 1.
  • 5. International Journal of Information Sciences and Techniques (IJIST) Vol.6, No.1/2, March 2016 65 Table 1. Android Apps and its description App Name Usage Reference FarmManager The management of small farms, designed and [2] developed to respond to the needs and Characteristics of farmers of Greek. It can store database, do farm customization, easy field management, land field data, easy job recording process, employees and equipment. AgroMobile Develop Especially for the Indian farmers to assist [4] them in agricultural needs. It is used for botanical species recognition and disease detection using a simple mobile phone with camera. Krishi Ville It takes care of the updates of the different [5] agricultural commodities, weather forecast updates, agricultural news updates. The application has been designed taking Indian farming in consideration. Agriculture Supply Chain The complete package for farmers who want to do [10] Management farming on sugarcane and obtain good production with proper management. Scheduling, Controlling Used to farmer in controlling the motor and [11] And Monitoring of pesticides proportion, monitoring the farming Agricultural Devices activities going on in the farm remotely and also allow for improving the efficiency of the irrigation process. E-agree Used to detect detects leaf diseases. Also provides [12] online market place, market rate guide, weather report and soil information to the farmer. Agriculture Decision Provide information for cultivation of various kinds [13] Support System of crops in various type of atmosphere. Solution for farmer Provide information to the farmers about how to get [14] consumer interaction access to better inputs and gain more productivity; get connected to the end consumers. Also give information like the activities he should perform right from the time when the seed germinates till the day when the crop is ready to be harvested.
  • 6. International Journal of Information Sciences and Techniques (IJIST) Vol.6, No.1/2, March 2016 66 MahaFarm Helps in their farming activities that include agro- [15] based crop information, weather updates, daily market prices and news/loan informational updates. Farmer Helping Services Offers all the Horticulture information about flowers, [16] fruits and vegetables in Gujarati Language. Efficient Use of Water and Power; helps the farmer to [17] Irrigation Control System ON/OFF the motor without his physical presence in the field. Kharif and Rabi Crop Provides all Kharif and Rabi diseases details [18] Diseases Information information such as types of diseases, pesticides used, method for applying pesticides. 4. Conclusion Different apps are developed and used by farmers for their specific purpose. All this apps have different usage as per its functionalities. Many apps are being utilized for different kind of functionality regarding the farming activities like cropping information, pesticides, fertilizer, seed, selling of crop, irrigation information, estimation of crop production, weather information and information regarding the best practices of farming. We found that many of the apps are static. Instead of that dynamic apps will be better to use. Also if all such listed functionalities are bundle into the one single app and in the native language of the farmer, then it is easy to utilize it. ACKNOWLEDGEMENTS I would like to express my sincerest thanks to the Principal Dr. Atul Patel for his continues support. REFERENCES [1] Steinberger, G., Rothmund, M., & Auernhammer, H. (2009) ―Mobile farm equipment as a data source in an agricultural service architecture‖, Computers and Electronics in Agriculture, 65(2), 238- 246. [2] Lantzos, T., Koykoyris, G., & Salampasis, M. (2013) ―FarmManager: an Android application for the management of small farms‖, Procedia Technology, 8, 587-592. [3] Voulodimos, A. S., Patrikakis, C. Z., Sideridis, A. B., Ntafis, V. A., & Xylouri, E. M. (2010) ―A complete farm management system based on animal identification using RFID technology‖, Computers and Electronics in Agriculture, 70(2), 380-388. [4] Prasad, S., Peddoju, S. K., & Ghosh, D. (2013) ―AgroMobile: A Cloud-Based Framework for Agriculturists on Mobile Platform‖, International Journal of Advanced Science and Technology, 59, 41-52. [5] Singhal, M., Verma, K., & Shukla, A. (2011, December) ―Krishi Ville—Android based solution for Indian agriculture‖, In Advanced Networks and Telecommunication Systems (ANTS), 2011 IEEE 5th International Conference on (pp. 1-5). IEEE. [6] ICTinIndianAgriculture–DisseminatingInformationtoFarmers, http://www.iupindia.in/205/EE_ICT_in_Indian_Agriculture_44.html [7] KISSAN KERALA, http://www.kissankerala.net/mobile/index.jsp#mobile
  • 7. International Journal of Information Sciences and Techniques (IJIST) Vol.6, No.1/2, March 2016 67 [8] http://blog.floatlearning.com/Portals/241955/docs/float%20mobile%20learning%20- %20the%20application%20of%20mobile%20computing%20to%20the%20business%20of%20farmin g.pdf [9] Mittal, S., Gandhi, S., & Tripathi, G. (2010) ―Socio-economic impact of mobile phones on Indian agriculture‖, New Delhi: Indian Council for Research on International Economic Relations, (p. 53). [10] Monika Chirmade, Komal Tayade, Gaurav Sham Bankar, Shounak Sugave (2015) ―Agriculture Supply Chain Management Based Android Application‖, International Journal of Advanced Research in Computer and Communication Engineering, Vol. 4, Issue 4 [11] Mukesh Choudhary, Sumeet Dhone, Akshay Jadhav, Chetan Dhandal, Prof. J. M. Nighot (2015) ―Scheduling, Controlling And Monitoring of Agricultural Devices Using Android Application‖, International Journal of Advanced Research in Computer Engineering & Technology, Vol. 4, Issue 4 [12] Santosh Reddy, Abhijeet Pawar, Sumit Rasane, Suraj Kadam (2015) ―A Survey on Crop Disease Detection and Prevention using Android Application‖, International Journal of Innovative Science, Engineering & Technology, Vol. 2, Issue 4 [13] Rachana P. Koli1, V. D. Jadhav2 (2015), ― Agriculture Decision Support System As Android Application‖, International Journal of Science and Research, Vol. 4 Issue 4 [14] Deshpande Radhika, Bhalekar Dipali, Mutkule Prasad, Sanjay Pandhare, Nawale Akshay(2015) ―One Stop Solution for Farmer Consumer Interaction‖, IJCA Proceedings on National Conference on Advances in Computing NCAC (6):16-19 [15] Aniket Bhave, Rahul Joshi, Ryan Fernandes(2014) ―MahaFarm – An Adroid Based Solution for Remunerative Agriculture‖, International Journal of Research in Advent Technology, Vol.2, No.4 [16] Patel, V. B., Thakkar, R. G., & Radadiya, B. L. (2014) ‖ An Android Application for Farmers to Disseminate Horticulture Information‖, International Journal of Computer Applications, 88(4) [17] Laxmi Shabadi, Nandini Patil, Nikita. M, Shruti. J, Smitha. P & Swati. C (2014) ‖ Irrigation Control System Using Android and GSM for Efficient Use of Water and Power‖, International Journal of Advanced Research in Computer Science and Software Engineering, Volume 4, Issue 7 [18] Mr.Vimal B.Patel, Dr. Rahul G. Thakkar, Mr. Hardikkumar V. Desai (2014) ‖An Android Application for Farmers for Kharif and Rabi Crop Diseases Information‖, International Journal of Advanced Research in Computer Science and Software Engineering, Volume 4, Issue 10 AUTHORS Hetal Patel has completed her Bachelor of Computer Science from Sardar Patel University in 2004. In 2006, she holds degree of Master of Computer Applications from Sardar Patel University in 2006. Since 2014, she is presently working with Smt. Chandaben Mohanbhai Patel Institute of Computer Applications, under CHARUSAT University of Science and Technology, situated at Changa, Gujarat, as an Assistant Professor. She is pursuing Ph.D. in the subject of Data Mining. Dr. Dharmendra Patel received Bachelor Degree in Industrial Chemistry- BSc. (Industrial Chemistry) from North Gujarat University, Gujarat, India and Master Degree in Computer Applications (MCA) from North Gujarat University, Gujarat, India. He completed his Ph.D., in the field of Web Usage Mining. He is HOD of MCA Department at Smt. Chandaben Mohanbhai Patel Institute of Computer Applications, under CHARUSAT University of Science and Technology (CHARUSAT), Changa, Gujarat, India.