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Ict
ORW SEMINAR
On
Application of ICT in agriculture
BY
JAGRITI ROHIT
20133
• Agriculture is facing new and severe challenges in its own
right
• With rising food prices that have pushed over 40 million
people into poverty since 2010, more effective interventions
are essential in agriculture (World Bank 2011)
• The growing global population, expected to hit 9 billion by
2050, has heightened the demand for food and placed
pressure on already-fragile resources. Feeding that population
will require a 70 percent increase in food production (FAO
2009)
INTRODUCTION
• Given the challenges, the arrival of information
communication technology (ICT) is well timed.
• ICT is one of these solutions, and has recently
unleashed incredible potential to improve
agriculture in developing countries specifically.
• With the booming mobile, wireless, and Internet
industries, ICT has found a foothold even in poor
smallholder farms and in their activities
But what exactly are ICTs?
• Is any device, tool, or application that permits the exchange or
collection of data through interaction or transmission
• Umbrella term that includes anything ranging from radio to satellite
imagery to mobile phones or electronic money transfers
And can they really be useful and
cost-effective for poor farmers with restricted access
to capital,
electricity, and infrastructure?
Gained traction even in impoverished regions
Increases in their affordability, accessibility, and adaptability
New, small devices, infrastructure , and especially applications
(for example, that transfer money or track an item moving
through a global supply chain) have proliferated.
• In the past, television and radio were the main electronic
broadcast technologies used to reach rural communities;
however, in the past two decades, Internet- and mobile-based
channels have emerged.
• ICTs now include computer-based applications and such
communication tools as social media, digital information
repositories (online or offline), and digital photography and
video, as well as mobile phones (Balaji, Meera, and Dixit 2007).
Current status of ICT in
India
Indian Telecom market is one of the fastest growing markets in
the world.
With its 926.55 million Telephone connection, it is the second
largest network in the world after China.
It is also the second largest wireless network in the world.
The country is poised to achieve 1 billion telephone connections.
Wireless telephones are increasing at a faster rate. The share of
wireless telephones is 96.47% of the total phones.
ANNUAL REPORT 2011-12
GOI, DEPT OF TELECOMMUANICATION
The share of private sector in total telephones is 86.09%.
Overall tele-density has reached 76.86%. Urban tele-density is
167.46%, whereas rural tele-density is at 37.52% which is also
steadily increasing.
Broadband connections increased to 13.30 million.
The penetration of internet and broadband has also improved
with 20.99 million internet subscribers and 13.30 million broadband
subscribers across the country
ANNUAL REPORT 2011-12
GOI, DEPT OF TELECOMMUNICATION
%share of telephone
2011
wireless
wireline
3.5%
96.47%
% share of telephone
0
10
20
30
40
50
60
70
80
90
100
2007 2008 2009 2010 2011
Growing %age share of private
network
ANNUAL REPORT 2011-12
GOI, DEPT OF TELECOMMUNICATION
• Number of telephone
connection per hundred
habitant
0
5
10
15
20
25
30
35
40
45
50
mobile
landline
• Number of internet
connection per hundred
inhabitant
0
0.2
0.4
0.6
0.8
1
1.2
1.4
2006
2007
2008
2009
2010
broadband
internet
ANNUAL REPORT 2010-11
GOI, DEPT OF TELECOMMUNICATION
• During the year 2010-2011, the number of TV household in
India have grown from 136 million to 143 million.
• Penetration of TV services increased from 52% to 68% in the
Indian household.
year % households possessing
radio
% households possessing
television
rural urban Rural urban
2004-05 26.3 33.6 25.6 66.1
• The rural telephone connections increased from 47.10
million in March 2007 to 282.29 million in March, 2011 and
further to 315.39 million in December'11.
• The share of rural phones in the total telephones has
constantly increased, from 22.88% in 2007 to 34.04% in
December'11
ANNUAL REPORT 2011-12
GOI, DEPT OF TELECOMMUNICATION
Tele density
number of telephones per 100 population
0
50
100
150
200
250
300
2007 2008 2009 2010 2011
urban
total
rural
The values are
expressed in
percentage.
ANNUAL REPORT 2011-12
GOI, DEPT OF TELECOMMUANICATION
0
1
2
3
4
5
6
7
8
9
10
2005 2006 2007 2008 2009 2010
subcriber
Column1
Series 3
0
2
4
6
8
10
12
14
2005 2006 2007 2008 2009 2010 2011
subscriber
1.3
2.3
3.8
6.2
8.8
13.3
Broadband subscriber in million
0.2
ANNUAL REPORT 2011-12
GOI, DEPT OF TELECOMMUANICATION
Main phases in the agriculture sector
Crop cultivation
and harvesting
Input management
Water management
Fertilization
Pest management
Post harvest
Transportation
Food processing
Marketing
Sowing
Pre-cultivation
Crop selection
Calendar definition
Access to credit
Land preparation
Packaging
Land selection
Information produced/needed
Crop cultivation
and harvesting
Input management
Water management
Fertilization
Pest management
Post harvest
Transportation
Food processing
Marketing
Sowing
Pre-cultivation
Crop selection
Calendar definition
Access to credit
Land preparation
Packaging
Land selection
Information for
the selection of the best crop
according to their land,
access to input and credit,
market (Cost-Benefit), etc.
Information for the sound
management of the whole cropping
activities, including the resilience to
natural (e.g. weather) and
anthropogenic shocks
Information related to
post-harvest techniques
and tools, marketing and
transportation infrastructures,
etc.
Pre-cultivation
Crop selection
Calendar definition
Access to credit
Land selection
Application of ICT
DSS, GIS, Remote sensing,
e/m-consulting, KMS, sampling devices
connected to networking tools
KMS, e/m-consulting, e/m-learning, DSS,
GIS
Networking tools (mobile phones, radios,
wireless networks), Management
Information System (MIS), e-commerce and
mobile commerce
Decision Support System (DSS), modeling
software, e/m-learning, e/m-consulting,
Knowledge Management Systems (KMS)
Application of ICT
Crop cultivation
and harvesting
Input management
Water management
Fertilization
Pest management
Sowing
Land preparation
KMS, e/m-learning, e/m-consulting, GPS, GIS,
computer controlled devices, machine2machine
communication and sensor networks
GPS, GIS, e/m-learning, e/m-consulting, computer
controlled devices, m2m communication, sensor
networks
DSS, MIS, GPS/GIS, e/m-learning
DSS, GIS, MIS, sensor networks, m2m communication
DSS, GIS, MIS, sensor networks, m2m communication
DSS, GIS, management information system, sensor
networks, m2m communication
Application of ICT
Post harvest
Transportation
Food processing
Marketing
Packaging
Networking tools (mobile phones, lo-fi technologies)
for broadcast
GPS, GIS, MIS, tracing devices, m2m communication
Tracing devices, KMS, e/m-learning, e/m-consulting,
GPS, GIS
Farm to fork tracing tools – GPS, RFID, GIS,
DBMS, MIS, KMS, e/m-learning, e/m-consulting,
machine2machine communication
One size does not fit all
Individual needs of the farmer need to
be met
Information gaps: What to grow?
Farming practices to be adopted during
the growth phase
Pest, Disease And Nutrient Deficiency
Mgt
Harvesting techniques
Best place to sell produce
Information overload Inputs selection
Market information
Short supply
of extension
agents
Less number of
female extension
agents
More number of
farmer per extension
worker
Lower level of
education of
Bottom level
extension agents
More area to
be covered by
agents
Poor ratio of
SMS to agents
Human
Resource
Need to Provide instant expert agro advisory services
Farmers need again farm specific agro advisory
fibre
flower
s
wood
grains
vegeta
bles
comm
ercial
fruits
pulses
oilseed
Aroma
tic
plants
spices
Medici
nal
plants
fodder
Extension
worker
Expert system
Newspapermagazinesfriends
Television Neighbour
“A computer program designed to model the problem solving
ability of a human expert” (Durkin, 1994).
“A system that uses human knowledge captured in a computer to
solve problems that ordinarily require human expertise”.
Three components viz., knowledge base, inference engine and
user interface.
Major application areas of expert system agriculture, education,
environment and medicine.
Journal of Computer Science and Applications.
Characteristics of Agricultural Expert
System
 Simulates human reasoning about a problem domain, rather
than simulating the domain itself.
 Performs reasoning over representations of human knowledge.
 Solves problems by heuristic or approximate methods.
Georgian Electronic Scientific Journal:
The experience and knowledge of a human expert is captured in
the form of IF-THEN rules
Facts which are used to solve problems by answering questions
typed at a keyboard attached to a computer
 In India, Sarma et al. (2010) developed an expert system in
order to diagnose and manage the diseases occurring in rice
crop.
 Integrates a structured knowledge base that contains
knowledge about symptoms and remedies of diseases in the rice
plant appearing during their life span.
Rice expert system
Expert system
shell
Knowledge base
Coordinating
module for
knowledge
Data base
Expert system
programme
for knowledge
formatting
Interactive
knowledge
module for
Knowledge
acquisition
USER
INTERFACE
DOMAIN
SPECIFIC
EXPERTISE AND
CONTENTS
IS
expert
International Journal of Artificial Intelligen
Volume(1): Issue(1)
 A web based tomato crop expert information system was
developed by Babu et al. (2010) in India.
 contains two main parts viz., tomato information system and
tomato crop expert system
Journal of Computer Science and Applications.
ISSN 2231-1270 Volume 3, Number 1 (2011),
pp. 59-71
Expert System of Extension
 Vinod et al. (2008) developed an image based rapeseed-
mustard disease expert system in India.
 The diagnosis and control measures of economically
important diseases like Alternaria blight, white rust and white
rot , downy mildew complex, powdery mildew, white rot of
rapeseed-mustard were effectively performed by using this
expert system.
Journal of Computer Science and Applications.
ISSN 2231-1270 Volume 3, Number 1 (2011),
pp. 59-71
Prasad et al. (2006) formulated an expert system viz.,
AMRAPALIKA for diagnosing 14 different pests including eight
diseases and six insects in Indian mango variety.
Important diseases like Powdery mildew, Black spot,
Anthracnose, Red rust, Die back, Bacterial spot, Sooty mould
and Malformation and insects like Shoot-borer, Red ants,
White ants, Mealy bug, Mites and Fruit fly.
Journal of Computer Science and Applications.
ISSN 2231-1270 Volume 3, Number 1 (2011),
pp. 59-71
 Launched by Secretary, DARE and DG, ICAR Agri Daksh and
Expert System on Seed Spices on February 24,2011
 It enables domain experts to build online expert system in
their crops with minimal intervention of knowledge engineers
and programmers
 This in turn will reduce losses due to diseases and pests
infestation, improve productivity with proper variety selection
and increase in income of the farmer.
 Maize Agri Daksh is the first system developed by IASRI in
collaboration with Directorate of Maize Research, New Delhi.
Advantages of Expert System
• Extension personnel, researchers and farmers to identify crop
diseases and enable to proceed their management.
• User can easily identify the disease on the basis of
photographs of symptoms and text descriptions of disease.
• The user friendly software developed using windowing
environment, thus provides enough facilities to identify the
disease and to suggest the remedy conveniently
Journal of Computer Science and Applications.
Reduce employee training costs.
Centralize the decision making process.
 Create efficiencies and reduce the time needed
to solve problems.
 Combine multiple human expert intelligences.
 Reduce the amount of human errors.
 Review transactions that human experts may
overlook.
Provide consistent answers for repetitive decisions, processes and tasks.
 Hold and maintain significant levels of information.
• Many farmers in the country are illiterate and knowledge of
computers in rural areas is still unreached.
• It needs to be expanded and updated to accommodate new
diseases and ailments of important crops in the locality.
• There is a need to include other disease diagnosis techniques
such as, laboratory tests, soil test report, tissue test, plant
analysis report, etc.
• The integration of nutrient deficiency module with the
knowledge base needs to be included
Journal of Computer Science and Applications.
ISSN 2231-1270 Volume 3, Number 1 (2011),
pp. 59-71
The picture quality is required to be enriched.
The complexities arising in managing rules for large
knowledge base.
Since the computer is lack of common sense, the
programmer should develop the expert system in efficient way.
If he or she does mistake, everything will be collapsed.
Journal of Computer Science and Applications.
ISSN 2231-1270 Volume 3, Number 1 (2011),
pp. 59-71
Bridging the gap in the agri supply chain and offering a
communication platform to link farmers to the markets
Both computer-based as well as mobile-based models
E choupal Warana, Grameeen Sanchar Society , REUTERS
MARKET LIGHT , AGMARKNET and LIFELINES
Amongst the promoters are public sector, not-for-profit sector
and private sector companies who are targeting the major
stakeholder i.e. the farmer, with their unique information delivery
systems.
ICT in Agricultural Supply Chains
Mobile companies are also targeting
rural areas with their specific products
and services.
nokia life tool project Airtel and
Reuters Market Light project
Applications for whole chain
• Specialized, low-cost solutions;
may not be useable elsewhere
• Special focus on smallholders
• Sustainability unclear
Applications for own suppliers only
• Commercial applications,
generalizable usage
• No special focus on smallholders
• Sustainable model
Private
sector
driven
Public
sector
driven
ICT
applications
and services
for
smallholder
inclusion in
supply chain
Ict in agriculture :e source2011
Reuters Market Light (RML)
October 2007
 Agricultural market price information, weather as well
as crop advisory information via the mobile phone.
 Localized information .
 Tracks prices for 250 commodities across 1,000 mandis (with
195 in Maharashtra)
 The mode of delivery is via SMS but they expect to include
other modes such as voice and/or WAP in the future
ICT-Enabled Kiosks in Rural India Can Help
to Inform Rice Farmers ICT applications can improve linkages
between procurers and smallholders in
indirect ways as well.
These centers (sometimes simple
kiosks;) offer ICT-based access to
information and extension services to
attract farmers to the centers.
 Farmers are consumers of household
items and agricultural inputs sold in
these places, but they are also suppliers
of agricultural produce.
 farmers have the option of visiting multiple centers nearby, or a
company that procures the major crop grown in a place might
have the sole collection center in the area
Ict in agriculture :e source2011
 companies build farmers’ trust and loyalty.
Come harvest time, farmers familiar with the center are likely
to sell their produce at the distribution center, which reduces
the company’s cost of procuring raw material.
 In exchange, farmers have access to information that improves
the productivity and quality of their crops.
Ict in agriculture :e source2011
 The example cited most often is that of ITC’s e-Choupal service,
an extensive network of kiosks—6,500, in 40,000 villages reaching
approximately 4 million farmers—where farmers access an
extensive array of information (prices, weather, expert advice) for
free.
 ITC’s revenues come from its commodity transactions and input
sales at the kiosks. ITC plans to deepen its relationship with farmers
by offering information services via mobile phone (Kumar n.d.).
Ict in agriculture :e source2011
Indian Farmer’s Fertilizer Co-Operative Limited (IFFCO)
Kisan Sanchar Limited (IKSL),
DSCL—Haryali Kisan Bazar,
Tata Kisan Sanchar
Gojred Adhar,
Bharti FieldFresh
and Reliance Fresh.
Ict in agriculture :e source2011
INNOVATIVE PRACTICE SUMMARY
EID Parry’s Indiagriline Services Improve
Sugarcane Production and Sourcing
Indiagriline is a web-based portal
Supply-chain information comes to
farmers through EID Parry’s Cane
Management Software..
Ict in agriculture :e source2011
Primary Rural Wholesale Markets Capitalize on New
Roads, Increased Vegetable Production, and Mobile
Phone Coverage in Assam
Produce for Sale at an Assamese
“Superhaat.”
These markets were booming
The trucker/traders described the
benefits of these larger markets:
They offered sufficient product for sale
to provide choice, they offered a variety of
products, and the turnaround times were
quick, but the critical change was the
extension of the mobile phone network.
.
Mass Media Support to Agriculture Extension”.
The scheme utilizes infrastructure of Doordarshan and All India
Radio to broadcast 30 minutes programme on Agriculture five/six
days a week from the following Stations/Kendras:
(a) 96 FM Stations of All India Radio
(b) 180 High/Low power transmitters of Doordarshan
(c) 18 Regional Kendras of Doordarshan
(d) Programme on DD National
Kisan Vani from 15th February,
2004 in collaboration with Ministry
of Agriculture to inform local
farmers the daily market rates,
weather reports and day-to-day
activities in their area at a micro
level.
Presently ‘Kisan Vani’ is being
broadcast and relayed from AIR 96
FM Stations.
Kisanvani : a initiative towards
Rural Development
Women empowerment through
Kisanvani
In the year 2006-07 Audience Research Unit of DG,AIR has
conducted Radio Audience.
Farmers in most of the states listened to the programmes
related to integrated pest management, cultivation of export
oriented cash crops and about modern agricultural implements.
Subjects the farmers wanted to include in the programme
were about irrigation methods, loans and subsidy scheme of the
government, and farm seeds and seed production etc.
Kissan Krishideepam
 A weekly Agriculture Television
program - in Malayalam
language that provides select
information on best practices,
success stories, departmental
news, news on various farming
related public programs, market
analysis, cultivation methods,
and analysis of current issues,
etc.
 IIITMK by agricultural and media experts.
 Weekly television program (30 minutes duration) over a
leading satellite channel (Asianet) in Kerala.
 More than five million regular viewers across the State and
beyond.
 Completed the production and telecast of 370 unbroken
weekly episodes during the last 8 years
.
IMPACT OF TELEVISION ON CAPACITY BUILDING
OF FARMERS
• The study was conducted during 2005 to examine the level of farm
televiewing behaviour of the farmers and it’s impact on various capacities
of farmers in Anand District of Gujarat.
• The respondent farmers with favourable farm televiewing behaviour were
observed significantly better than the respondents with unfavourable farm
televiewing behaviour in characteristics like role taking empathy, non
fatalism ,cosmopoliteness economic, motivation, risk orientation, scientific
orientation market orientation, credit orientation, innovation proneness,
attitude towards modern agricultural practices, knowledge regarding
improved animal husbandry practices and overall modernization.
Agric. Sci. Digest, 28 (4) : 301 - 303, 2008
Revenue-cost stream
Infrastructural constraints
Need based quality informational inputs
Mode of delivery
Commitment of stakeholders
Awareness and communication
 Information technologies can be the best way for farmers to update
themselves on information related to agri inputs, credit, markets, weather,
extension advisory and other e-governance services, etc. Both mobile as
well as Internet based models can gain popularity among farmer folk as
each of these offer advantages.
 Internet can provide a range of services through an interactive, web-
based interface and multimedia to a large number of beneficiaries at a
minimal cost; however Internet connectivity, electricity availability and
capacity building are some of the challenges before it.
Mobiles, on the other hand are capable of providing customized services
and ensure speedy and timely delivery of information
Hence the challenge is how both types of communication technologies
can be used based on region, crop, type of infrastructure availability, and
cost of infrastructure development.
 For empowering the farmers through ICTs, there is a need to first have
infrastructural and operational modules, user friendly mode of delivery
and right product-service mix.
 However, the most important strategic issue before these models is
how these can be made sustainable on their own?
Whether to charge farmers or have alternate source of income
generation for sustainability remains the important question?
Whether farmers are willing to pay and for what services also needs to
be answered through further research studies in this area.
Ict in agriculture

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Ict in agriculture

  • 1.
  • 2. Ict ORW SEMINAR On Application of ICT in agriculture BY JAGRITI ROHIT 20133
  • 3. • Agriculture is facing new and severe challenges in its own right • With rising food prices that have pushed over 40 million people into poverty since 2010, more effective interventions are essential in agriculture (World Bank 2011) • The growing global population, expected to hit 9 billion by 2050, has heightened the demand for food and placed pressure on already-fragile resources. Feeding that population will require a 70 percent increase in food production (FAO 2009) INTRODUCTION
  • 4. • Given the challenges, the arrival of information communication technology (ICT) is well timed. • ICT is one of these solutions, and has recently unleashed incredible potential to improve agriculture in developing countries specifically. • With the booming mobile, wireless, and Internet industries, ICT has found a foothold even in poor smallholder farms and in their activities
  • 5. But what exactly are ICTs? • Is any device, tool, or application that permits the exchange or collection of data through interaction or transmission • Umbrella term that includes anything ranging from radio to satellite imagery to mobile phones or electronic money transfers
  • 6. And can they really be useful and cost-effective for poor farmers with restricted access to capital, electricity, and infrastructure? Gained traction even in impoverished regions Increases in their affordability, accessibility, and adaptability New, small devices, infrastructure , and especially applications (for example, that transfer money or track an item moving through a global supply chain) have proliferated.
  • 7. • In the past, television and radio were the main electronic broadcast technologies used to reach rural communities; however, in the past two decades, Internet- and mobile-based channels have emerged. • ICTs now include computer-based applications and such communication tools as social media, digital information repositories (online or offline), and digital photography and video, as well as mobile phones (Balaji, Meera, and Dixit 2007).
  • 8. Current status of ICT in India Indian Telecom market is one of the fastest growing markets in the world. With its 926.55 million Telephone connection, it is the second largest network in the world after China. It is also the second largest wireless network in the world. The country is poised to achieve 1 billion telephone connections. Wireless telephones are increasing at a faster rate. The share of wireless telephones is 96.47% of the total phones. ANNUAL REPORT 2011-12 GOI, DEPT OF TELECOMMUANICATION
  • 9. The share of private sector in total telephones is 86.09%. Overall tele-density has reached 76.86%. Urban tele-density is 167.46%, whereas rural tele-density is at 37.52% which is also steadily increasing. Broadband connections increased to 13.30 million. The penetration of internet and broadband has also improved with 20.99 million internet subscribers and 13.30 million broadband subscribers across the country ANNUAL REPORT 2011-12 GOI, DEPT OF TELECOMMUNICATION
  • 10. %share of telephone 2011 wireless wireline 3.5% 96.47% % share of telephone 0 10 20 30 40 50 60 70 80 90 100 2007 2008 2009 2010 2011 Growing %age share of private network ANNUAL REPORT 2011-12 GOI, DEPT OF TELECOMMUNICATION
  • 11. • Number of telephone connection per hundred habitant 0 5 10 15 20 25 30 35 40 45 50 mobile landline • Number of internet connection per hundred inhabitant 0 0.2 0.4 0.6 0.8 1 1.2 1.4 2006 2007 2008 2009 2010 broadband internet ANNUAL REPORT 2010-11 GOI, DEPT OF TELECOMMUNICATION
  • 12. • During the year 2010-2011, the number of TV household in India have grown from 136 million to 143 million. • Penetration of TV services increased from 52% to 68% in the Indian household. year % households possessing radio % households possessing television rural urban Rural urban 2004-05 26.3 33.6 25.6 66.1
  • 13. • The rural telephone connections increased from 47.10 million in March 2007 to 282.29 million in March, 2011 and further to 315.39 million in December'11. • The share of rural phones in the total telephones has constantly increased, from 22.88% in 2007 to 34.04% in December'11 ANNUAL REPORT 2011-12 GOI, DEPT OF TELECOMMUNICATION
  • 14. Tele density number of telephones per 100 population 0 50 100 150 200 250 300 2007 2008 2009 2010 2011 urban total rural The values are expressed in percentage. ANNUAL REPORT 2011-12 GOI, DEPT OF TELECOMMUANICATION
  • 15. 0 1 2 3 4 5 6 7 8 9 10 2005 2006 2007 2008 2009 2010 subcriber Column1 Series 3 0 2 4 6 8 10 12 14 2005 2006 2007 2008 2009 2010 2011 subscriber 1.3 2.3 3.8 6.2 8.8 13.3 Broadband subscriber in million 0.2 ANNUAL REPORT 2011-12 GOI, DEPT OF TELECOMMUANICATION
  • 16. Main phases in the agriculture sector Crop cultivation and harvesting Input management Water management Fertilization Pest management Post harvest Transportation Food processing Marketing Sowing Pre-cultivation Crop selection Calendar definition Access to credit Land preparation Packaging Land selection
  • 17. Information produced/needed Crop cultivation and harvesting Input management Water management Fertilization Pest management Post harvest Transportation Food processing Marketing Sowing Pre-cultivation Crop selection Calendar definition Access to credit Land preparation Packaging Land selection Information for the selection of the best crop according to their land, access to input and credit, market (Cost-Benefit), etc. Information for the sound management of the whole cropping activities, including the resilience to natural (e.g. weather) and anthropogenic shocks Information related to post-harvest techniques and tools, marketing and transportation infrastructures, etc.
  • 18. Pre-cultivation Crop selection Calendar definition Access to credit Land selection Application of ICT DSS, GIS, Remote sensing, e/m-consulting, KMS, sampling devices connected to networking tools KMS, e/m-consulting, e/m-learning, DSS, GIS Networking tools (mobile phones, radios, wireless networks), Management Information System (MIS), e-commerce and mobile commerce Decision Support System (DSS), modeling software, e/m-learning, e/m-consulting, Knowledge Management Systems (KMS)
  • 19. Application of ICT Crop cultivation and harvesting Input management Water management Fertilization Pest management Sowing Land preparation KMS, e/m-learning, e/m-consulting, GPS, GIS, computer controlled devices, machine2machine communication and sensor networks GPS, GIS, e/m-learning, e/m-consulting, computer controlled devices, m2m communication, sensor networks DSS, MIS, GPS/GIS, e/m-learning DSS, GIS, MIS, sensor networks, m2m communication DSS, GIS, MIS, sensor networks, m2m communication DSS, GIS, management information system, sensor networks, m2m communication
  • 20. Application of ICT Post harvest Transportation Food processing Marketing Packaging Networking tools (mobile phones, lo-fi technologies) for broadcast GPS, GIS, MIS, tracing devices, m2m communication Tracing devices, KMS, e/m-learning, e/m-consulting, GPS, GIS Farm to fork tracing tools – GPS, RFID, GIS, DBMS, MIS, KMS, e/m-learning, e/m-consulting, machine2machine communication
  • 21. One size does not fit all Individual needs of the farmer need to be met Information gaps: What to grow? Farming practices to be adopted during the growth phase Pest, Disease And Nutrient Deficiency Mgt Harvesting techniques Best place to sell produce Information overload Inputs selection Market information
  • 22. Short supply of extension agents Less number of female extension agents More number of farmer per extension worker Lower level of education of Bottom level extension agents More area to be covered by agents Poor ratio of SMS to agents Human Resource
  • 23. Need to Provide instant expert agro advisory services Farmers need again farm specific agro advisory
  • 25.
  • 27. “A computer program designed to model the problem solving ability of a human expert” (Durkin, 1994). “A system that uses human knowledge captured in a computer to solve problems that ordinarily require human expertise”. Three components viz., knowledge base, inference engine and user interface. Major application areas of expert system agriculture, education, environment and medicine. Journal of Computer Science and Applications.
  • 28. Characteristics of Agricultural Expert System  Simulates human reasoning about a problem domain, rather than simulating the domain itself.  Performs reasoning over representations of human knowledge.  Solves problems by heuristic or approximate methods. Georgian Electronic Scientific Journal:
  • 29. The experience and knowledge of a human expert is captured in the form of IF-THEN rules Facts which are used to solve problems by answering questions typed at a keyboard attached to a computer
  • 30.  In India, Sarma et al. (2010) developed an expert system in order to diagnose and manage the diseases occurring in rice crop.  Integrates a structured knowledge base that contains knowledge about symptoms and remedies of diseases in the rice plant appearing during their life span. Rice expert system
  • 31.
  • 32. Expert system shell Knowledge base Coordinating module for knowledge Data base Expert system programme for knowledge formatting Interactive knowledge module for Knowledge acquisition USER INTERFACE DOMAIN SPECIFIC EXPERTISE AND CONTENTS IS expert International Journal of Artificial Intelligen Volume(1): Issue(1)
  • 33.  A web based tomato crop expert information system was developed by Babu et al. (2010) in India.  contains two main parts viz., tomato information system and tomato crop expert system Journal of Computer Science and Applications. ISSN 2231-1270 Volume 3, Number 1 (2011), pp. 59-71
  • 34.
  • 35.
  • 36. Expert System of Extension
  • 37.  Vinod et al. (2008) developed an image based rapeseed- mustard disease expert system in India.  The diagnosis and control measures of economically important diseases like Alternaria blight, white rust and white rot , downy mildew complex, powdery mildew, white rot of rapeseed-mustard were effectively performed by using this expert system. Journal of Computer Science and Applications. ISSN 2231-1270 Volume 3, Number 1 (2011), pp. 59-71
  • 38.
  • 39. Prasad et al. (2006) formulated an expert system viz., AMRAPALIKA for diagnosing 14 different pests including eight diseases and six insects in Indian mango variety. Important diseases like Powdery mildew, Black spot, Anthracnose, Red rust, Die back, Bacterial spot, Sooty mould and Malformation and insects like Shoot-borer, Red ants, White ants, Mealy bug, Mites and Fruit fly. Journal of Computer Science and Applications. ISSN 2231-1270 Volume 3, Number 1 (2011), pp. 59-71
  • 40.  Launched by Secretary, DARE and DG, ICAR Agri Daksh and Expert System on Seed Spices on February 24,2011  It enables domain experts to build online expert system in their crops with minimal intervention of knowledge engineers and programmers  This in turn will reduce losses due to diseases and pests infestation, improve productivity with proper variety selection and increase in income of the farmer.  Maize Agri Daksh is the first system developed by IASRI in collaboration with Directorate of Maize Research, New Delhi.
  • 41.
  • 42.
  • 43.
  • 44. Advantages of Expert System • Extension personnel, researchers and farmers to identify crop diseases and enable to proceed their management. • User can easily identify the disease on the basis of photographs of symptoms and text descriptions of disease. • The user friendly software developed using windowing environment, thus provides enough facilities to identify the disease and to suggest the remedy conveniently Journal of Computer Science and Applications.
  • 45. Reduce employee training costs. Centralize the decision making process.  Create efficiencies and reduce the time needed to solve problems.  Combine multiple human expert intelligences.  Reduce the amount of human errors.  Review transactions that human experts may overlook. Provide consistent answers for repetitive decisions, processes and tasks.  Hold and maintain significant levels of information.
  • 46. • Many farmers in the country are illiterate and knowledge of computers in rural areas is still unreached. • It needs to be expanded and updated to accommodate new diseases and ailments of important crops in the locality. • There is a need to include other disease diagnosis techniques such as, laboratory tests, soil test report, tissue test, plant analysis report, etc. • The integration of nutrient deficiency module with the knowledge base needs to be included Journal of Computer Science and Applications. ISSN 2231-1270 Volume 3, Number 1 (2011), pp. 59-71
  • 47. The picture quality is required to be enriched. The complexities arising in managing rules for large knowledge base. Since the computer is lack of common sense, the programmer should develop the expert system in efficient way. If he or she does mistake, everything will be collapsed. Journal of Computer Science and Applications. ISSN 2231-1270 Volume 3, Number 1 (2011), pp. 59-71
  • 48. Bridging the gap in the agri supply chain and offering a communication platform to link farmers to the markets Both computer-based as well as mobile-based models E choupal Warana, Grameeen Sanchar Society , REUTERS MARKET LIGHT , AGMARKNET and LIFELINES Amongst the promoters are public sector, not-for-profit sector and private sector companies who are targeting the major stakeholder i.e. the farmer, with their unique information delivery systems. ICT in Agricultural Supply Chains
  • 49. Mobile companies are also targeting rural areas with their specific products and services. nokia life tool project Airtel and Reuters Market Light project
  • 50.
  • 51. Applications for whole chain • Specialized, low-cost solutions; may not be useable elsewhere • Special focus on smallholders • Sustainability unclear Applications for own suppliers only • Commercial applications, generalizable usage • No special focus on smallholders • Sustainable model Private sector driven Public sector driven ICT applications and services for smallholder inclusion in supply chain Ict in agriculture :e source2011
  • 52. Reuters Market Light (RML) October 2007  Agricultural market price information, weather as well as crop advisory information via the mobile phone.  Localized information .  Tracks prices for 250 commodities across 1,000 mandis (with 195 in Maharashtra)  The mode of delivery is via SMS but they expect to include other modes such as voice and/or WAP in the future
  • 53. ICT-Enabled Kiosks in Rural India Can Help to Inform Rice Farmers ICT applications can improve linkages between procurers and smallholders in indirect ways as well. These centers (sometimes simple kiosks;) offer ICT-based access to information and extension services to attract farmers to the centers.  Farmers are consumers of household items and agricultural inputs sold in these places, but they are also suppliers of agricultural produce.  farmers have the option of visiting multiple centers nearby, or a company that procures the major crop grown in a place might have the sole collection center in the area Ict in agriculture :e source2011
  • 54.  companies build farmers’ trust and loyalty. Come harvest time, farmers familiar with the center are likely to sell their produce at the distribution center, which reduces the company’s cost of procuring raw material.  In exchange, farmers have access to information that improves the productivity and quality of their crops. Ict in agriculture :e source2011
  • 55.  The example cited most often is that of ITC’s e-Choupal service, an extensive network of kiosks—6,500, in 40,000 villages reaching approximately 4 million farmers—where farmers access an extensive array of information (prices, weather, expert advice) for free.  ITC’s revenues come from its commodity transactions and input sales at the kiosks. ITC plans to deepen its relationship with farmers by offering information services via mobile phone (Kumar n.d.). Ict in agriculture :e source2011
  • 56. Indian Farmer’s Fertilizer Co-Operative Limited (IFFCO) Kisan Sanchar Limited (IKSL), DSCL—Haryali Kisan Bazar, Tata Kisan Sanchar Gojred Adhar, Bharti FieldFresh and Reliance Fresh. Ict in agriculture :e source2011
  • 57. INNOVATIVE PRACTICE SUMMARY EID Parry’s Indiagriline Services Improve Sugarcane Production and Sourcing Indiagriline is a web-based portal Supply-chain information comes to farmers through EID Parry’s Cane Management Software.. Ict in agriculture :e source2011
  • 58. Primary Rural Wholesale Markets Capitalize on New Roads, Increased Vegetable Production, and Mobile Phone Coverage in Assam Produce for Sale at an Assamese “Superhaat.” These markets were booming The trucker/traders described the benefits of these larger markets: They offered sufficient product for sale to provide choice, they offered a variety of products, and the turnaround times were quick, but the critical change was the extension of the mobile phone network. .
  • 59. Mass Media Support to Agriculture Extension”. The scheme utilizes infrastructure of Doordarshan and All India Radio to broadcast 30 minutes programme on Agriculture five/six days a week from the following Stations/Kendras: (a) 96 FM Stations of All India Radio (b) 180 High/Low power transmitters of Doordarshan (c) 18 Regional Kendras of Doordarshan (d) Programme on DD National
  • 60. Kisan Vani from 15th February, 2004 in collaboration with Ministry of Agriculture to inform local farmers the daily market rates, weather reports and day-to-day activities in their area at a micro level. Presently ‘Kisan Vani’ is being broadcast and relayed from AIR 96 FM Stations. Kisanvani : a initiative towards Rural Development Women empowerment through Kisanvani
  • 61. In the year 2006-07 Audience Research Unit of DG,AIR has conducted Radio Audience. Farmers in most of the states listened to the programmes related to integrated pest management, cultivation of export oriented cash crops and about modern agricultural implements. Subjects the farmers wanted to include in the programme were about irrigation methods, loans and subsidy scheme of the government, and farm seeds and seed production etc.
  • 62. Kissan Krishideepam  A weekly Agriculture Television program - in Malayalam language that provides select information on best practices, success stories, departmental news, news on various farming related public programs, market analysis, cultivation methods, and analysis of current issues, etc.
  • 63.  IIITMK by agricultural and media experts.  Weekly television program (30 minutes duration) over a leading satellite channel (Asianet) in Kerala.  More than five million regular viewers across the State and beyond.  Completed the production and telecast of 370 unbroken weekly episodes during the last 8 years .
  • 64. IMPACT OF TELEVISION ON CAPACITY BUILDING OF FARMERS • The study was conducted during 2005 to examine the level of farm televiewing behaviour of the farmers and it’s impact on various capacities of farmers in Anand District of Gujarat. • The respondent farmers with favourable farm televiewing behaviour were observed significantly better than the respondents with unfavourable farm televiewing behaviour in characteristics like role taking empathy, non fatalism ,cosmopoliteness economic, motivation, risk orientation, scientific orientation market orientation, credit orientation, innovation proneness, attitude towards modern agricultural practices, knowledge regarding improved animal husbandry practices and overall modernization. Agric. Sci. Digest, 28 (4) : 301 - 303, 2008
  • 65. Revenue-cost stream Infrastructural constraints Need based quality informational inputs Mode of delivery Commitment of stakeholders Awareness and communication
  • 66.  Information technologies can be the best way for farmers to update themselves on information related to agri inputs, credit, markets, weather, extension advisory and other e-governance services, etc. Both mobile as well as Internet based models can gain popularity among farmer folk as each of these offer advantages.  Internet can provide a range of services through an interactive, web- based interface and multimedia to a large number of beneficiaries at a minimal cost; however Internet connectivity, electricity availability and capacity building are some of the challenges before it. Mobiles, on the other hand are capable of providing customized services and ensure speedy and timely delivery of information
  • 67. Hence the challenge is how both types of communication technologies can be used based on region, crop, type of infrastructure availability, and cost of infrastructure development.  For empowering the farmers through ICTs, there is a need to first have infrastructural and operational modules, user friendly mode of delivery and right product-service mix.  However, the most important strategic issue before these models is how these can be made sustainable on their own? Whether to charge farmers or have alternate source of income generation for sustainability remains the important question? Whether farmers are willing to pay and for what services also needs to be answered through further research studies in this area.

Notas del editor

  1. have resulted in their use even within rural homesteads relying on agriculture
  2. on such diversified topics, for example, in pest control, the need to spray, selection of a chemical to spray, mixing and application, optimal machinery management practices, weather damage recovery such as freeze, frost or drought, etc
  3. where in information system, the user can get all the static information about different species, diseases including viruses, pests of tomato fruits and plants, their symptoms, preventions and chemical controls.
  4. EXOWHEM is a web based Expert System developed for the wheat growing farmers of India. It provides the complete information about the Wheat Crop Management in the country. It advises wheat varieties on the basis of area, cultural and climatic conditions and other characteristics of farmer's interest. It also suggests the appropriate cultural practices like field preparation, fertilizer application, schedule of irrigation etc. It guides them in protecting the crop from insects/diseases/weeds etc. It also provides solution to the problems faced by the farmers through online queries.
  5. It is difficult to write knowledge-based rule and place them in proper sequence for larger number of parameters.
  6. have been adopted to spread the information in these countries.
  7. both of which are marketing commodity-specific information packages to farmers.
  8. The supply chain /social network involves farmers, seed producers, fertilizer factories, financial institutions, millers, government, warehouses, fair price shops, retail shops, railways, truck transport companies, etc.
  9. RML was intended to provide farmers with , thus each subscriber gets information pertinent to his location and/ or subscription parameters.
  10. A phenomenon not limited to India, but highly prevalent there, is agrodealers’ practice of running retail distribution and collection centers in rural areas.
  11. By offering access to information and other services through their rural centers,
  12. that provides farmers with information to improve productivity and quality, such as market prices, weather alerts, and advisory and extension assistance as well as supply-chain information which enables farmers to forecast demand, access records of their previous transactions with the company, register their sugarcane area, submit payment information, and monitor demand, among other services
  13. owing to investments in new rural roads, expanded vegetable production following increased investment in irrigation, and the arrival of larger-scale truckers (with 10-ton vehicles) to buy product. The network enabled trucker/ traders to carry out real-time market research with their customers to meet their produce requirements and prices.
  14. AIR has stepped up its activity of Agricultural Broadcasts with the launch of exclusive Project Mass Media Support to Agriculture extension with the title
  15. at 60 places for Primary Channels, 40 Vividh Bharati channels, 14 FM Channels, 4 FM Gold Channels and survey on Kisan-Vani programme at 89 places