en. nagendran perumal - multimedia...
TRANSCRIPT
On
Knowledge Exchange PortalIn
Agriculture
En. Nagendran Perumal
Sensor mote
Router
Coordinator /
WSN Gateway
Local Sensor
Management SysWSN
Raw Database
Parser Engine
Application DB
Apps Database
Application
Athena
GIS
Semantic
EMS
EMS(Local NMS)
SCM
Marketing Info
Remote NMS
Decision Support Sys
Web Service
Crop Ontology
Agri Knowledge base
SOA base
Application
Browser
Overall System Architecture
Objective
• Precision Agriculture Project aims to:
• Reduce Cost of fertilizer used by farmers by providing timely and accurate
information
• Capture the tacit knowledge of framers and plantation managers to ensure
that best practices are followed
• Build crop model for High Value Vegetables, Cash Crop and Industry Crop
Scope• Develop a Knowledge Exchange Portal for sharing information across different
crop stakeholder, government agencies and farmers.
• Use of technologies, such as
• Sensors
• Satellites images & weather information
• Data Mining
• Geographical Information System (GIS)
• Management Information System (MIS)
to access and understand variations.
• Use Semantic Technology to develop a Crop Model that will be used by the
Decision Support System (DSS) to make:
• Management Decision such as
• optimum sowing density
• estimate fertilizers
• accurately predict crop yields
• Alerts
• Automation
SOA Based
Application
Agri Knowledge BaseCrop Ontology
Browser
System Architecture
Local Sensor Management System
(Greenhouse / Plantation)
Sensors & Readers
Sensor Edge Server
Jen-II / PDA
GIS MISMarketWeatherCommodityPAMS NewsDSS K-Nav
Sensor
Database Operational
Database (Weather,
Market, Costing etc
Knowledge Exchange Portal
PAMS – Precision Agriculture Management System (Sensors)MIS – Management Information SystemGIS – Geographical Information SystemSES – Sensor Edge ServerSOA – Service Orientated ArchitectureKEP – Knowledge Exchange PortalDSS – Decision Support SystemK-Nav – Knowledge Navigator
GSM Transmitter
DSS K-Nav
IT in Agriculture
Key factors to consider:
• How to adjust software to the special features of agricultural information;
• How to enrich digital contents;
• How to utilize the Internet, especially to reduce time and monetary costs;
• How to provide easy-to-use systems for computer literacy;
• How to convince farmers of the potential benefits of IT
MIMOS Platform
Semantic Technology Platform Components
Source
Preprocessor
Document
Analyzer
Document
Categorizer
Document
Summarizer
Semantic
QueryKB Interface
Adaptive/ProfilerRDB to RDF
Converter
SIxTra
Application Specific Components
Semantic
Information
Integration
Semantic
Decision Support
System
Web Documents
Locator
Semantic Annotation
(GATE)
Semantic Information
Integration
Semantic
Information
Integration
Farm 1
Data
Farm 3
DataFarm 2
Data
Farm N
Data........
Semantic Technology Platform Components
Source
Preprocessor
Document
Analyzer
Document
Categorizer
Document
Summarizer
Semantic
QueryKB Interface
Adaptive/ProfilerRDB to RDF
Converter
SIxTra
Application Specific Components
Semantic
Information
Integration
Semantic
Decision Support
System
Web Documents
Locator
Semantic Annotation
(GATE)
Semantic Decision Support
System
Semantic
Decision Support
System
Agri Knowledge BaseCrop Ontology
WHAT PARAMETERS EFFECTS YEILD
WHAT PARAMETERS EFFECTS FERTILISER USAGE
WHEN TO FERTILISE THE PLANT BASED ON
CURRENT LEVEL OF FERTILISER
INCREASE IN CERTAIN PARAMETERS, HOW WILL
EFFECT GROWTH
WHAT CAN I GROW IN THIS LOCATION
HOW CAN I REDUCE MY CROP CYCLE
ALERT IF NEED TO FERTILISE, WATER, ETC
ALERT IF TOO MUCH WATER, PH, TEMPERATURE
ALERT WHEN SENSOR IS DOWN
MIMOS Platform
Benefits
Farmers, Managers, Agronomists, Organisations, Authorities
Integrated Knowledge Portal
Targeted Information to help planning, sharing resources
Efficient and low cost field data acquisitions
Capturing of Tacit Knowledge
Advice & Consultation
Logistics
Management Information
Geographical Information
Monitoring
Informed Decision Making
Module Features
Knowledge Exchange Portal
(KEP)
New & Highlight
Farming Data Entry
Farmer Registration
Local Market Information
Weather Information
E-Advice (Forum & Chat)
Commodity Information
Knowledge Exchange Portal
Module Features
K-Navigator
Search Feature
History
Discovery
Learning
Management Information
System (MIS)
Data Processing Module
Dashboard
Administration Module
Data Aggregation
Reporting Module
Analysis Module (Yield, Upkeep etc)
Geographical Information
System (GIS)
Map Creation
Interface with Database
Interface with Knowledge-Base
Spatial Information - Terrain, Soil
GIS
MIS
K-Navigator
Applications
Module Features
Precision Agriculture
Management System (PAMS)
Fault Management
Sensor Management
Backend Processor
Mimos Sensor Edge Server
Oracle Sensor Edge Server
Oracle Athena
Administration
Web services management
Alarm Management alert and escalation
Statistical Process Control
Decision Support System
(DSS)
Profiling Agent
Query Agent
DSS GUI interface
Alert Agent
PAMS
DSS
Applications
THANK YOU