Fuzzy Logic based Individual Crop Advisory System based on Weather Input Data
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2015, Vol 17, Issue 4
Abstract
Abstract: Weather has the most significant influence on agriculture. Various weather phenomenon such as cloudiness, precipitation, temperature, and wind have significant influence on agri-management decisions,management practices and cost of cultivation. Therefore, there is need for development of crop specific advisory to an individiual farmers based on various crop parameters such as type of crop, age of crop, location of cropetc. However, existing advisories are region specific and gives vague advisory and also not available for specific location. This paper is focused on giving overview of development of fuzzy logic based to generate automatic advisory based on type of crop, location of crop and age of the crop. The expert knowledge base available with the agricultural scientists will be utilized for developing automatic crop advisory system using machine learning approach such as Fuzzy Logic. This system is developed with the help of PHP and GUI of weather advisory is made in MATLAB. Testing of realistic weather data and randomly generated weather data is done and Success Rate of both data was calculated.
Authors and Affiliations
Swati P. Pawar1 , Sarika A Hajare1 and Prajakta A. Satarkar1
Keywords
Related Articles
- EP ID EP100747
- DOI -
- Views 128
- Downloads 0
Analysis of C4.5 and K-Nearest Neighbor (KNN) Method on Algorithm of Clustering For Deciding Mainstay Area
Development as a sustainable activity needs a good plan, so the programs can be effective and have a clear objective. Therefore, a model to help the analysis is significantly needed in determining the priority area...
Association Rule Mining using Apriori Algorithm for Distributed System: a Survey
Abstract : Data mining technologies provided through Cloud computing is an absolutely necessary characteristic for today’s businesses to make proactive, knowledge driven decisions, as it helps them have future tr...
Performance of Phase Congruency and Linear Feature Extraction for Satellite Images Using Smoothing Algorithm
In computer vision all of the existing researches are interested in synthetic images features extraction. These images contain many types of features. Moreover, the satellite images are one most complex rea...
Structural Analysis of RF Architecture using Crossbar Type Topology for Cryptographic Application
Abstract: The strongly emerging class, Coarse-Grained Re-configurable Architecture (CGRA) is currently receiving attention and also having excellent performance with flexibility in fabrication. An entire range of compone...
Cloud Computing for hand-held Devices:Enhancing Smart phones viability with Computation Offload
Cloud computing is Modern day’s wonder. It is not a product but a service, which provides shared resources, software, and information to computers and other devices like smart phones as a utility over a net...