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DATA WAREHOUSING
1
Background
Area under study
AREA UNDER STUDY: MAP
2
Key Markaz
1 Bosan
2 Qadirpurran
3 Multan
4 Makhdum Rashid
5 Mumtazabad
6 Shujabad
7 Hafizwala
8 Jalalpur Pirwala
9 Qasba Marral
Graphics
MAJOR PLAYERS
3
PESTS & PREDATORS
4
Pests Predators
Source: United States Department of Agriculture (USDA)
Graphics
ECONOMIC THRESHOLD LEVEL (ETL_A)
5
ETL_A: GRAPH
6
Time
ETL_A
Pest
Population Economic Injury
Graphics
THE NEED
7
The need: IT in Agriculture
AGRO-INFORMATICS
ļ‚„ ā€œI.T. sector is at the heart of the economic revival of Pakistanā€ President of
Pakistan, Launching of VU, Mar. 23, 2003.
ļ‚„ Agriculture is the backbone of our economy, about 70% of the population is
dependent on it.
ļ‚„ IT is an enabler, and has the potential to benefit everyone when applied in
Agriculture.
ļ‚„ IT + Agriculture: A win-win scenario.
8
ALL Goes to graphics
AGRO-INFORMATICS: INTERESTING URL
9
To know more about Agro-Informatics, visit
www.nu.edu.pk/cairindex.asp
ALL Goes to graphics
HOW TO GO ABOUT?
10
THE 12-STEP APPROACH OF SHAKU ATRE
11
ALL Goes to graphics
STEP-1: DETERMINE USER’S NEEDS
12
STEP-1: DETERMINE USERS NEEDS
13
STEPS-2&3: DETERMINE DBMS SEVER & HARDWARE PLATFORM
14
STEP-4: INFORMATION & DATA MODELING
15
Dimensional Modeling
Graphics
STEP-4: INFORMATION & DATA MODELING
16
Simplified ERD
Other field inputs such as irrigation, fertilizer etc. not included as data not
available
Graphics
STEP-4: INFORMATION & DATA MODELING
17
Logical & Physical Design
(optional)
KEY
WFN: White Fly Nymph
WFA: White Fly Adult
W: White
B: Brown
S: Small Larvae
L: Large Larvae
Graphics
STEP-5: CONSTRUCT METADATA
REPOSITORY
18
STEP-5: SURPRISE CASE
-0.2
-0.15
-0.1
-0.05
0
0.05
0.1
0.15
0.2
0.25
0.3
Jassid
WhiteFly_Nymph
WhiteFly_Adult
Thrip
Mite
SBW
ABW_White_Eggs
ABW_Brown_Eggs
ABW_Larvae_Small
ABW_Larvae_Large
PBW_RF
PBW_Bolls
Correlation
19
Ball Worm Complex
Sucking pests
SBW: Spotted Ball Worm
ABW: Army Ball Worm
PBW: Pink Ball Worm
If pest population is low, predator population will also be low, because there will
be less ā€œfoodā€ for predators to live on i.e. pests.
Graphics

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10._DWH_Case_Study_I.ppt