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APARNA VELURU,
ROLL NO:5003,
MSC,HORTICULTURE
GIS AND ITS APPLICATIONS
IN HORTICULTURE
Geographic Information Systems
Describing Our WorldDescribing Our World
• We can describe any
element of our world
in two ways:
Attribute Information:
What is it?
Species: Oak
Height: 15m
Age: 75 Yrs
Location Information:
Where is it?
51°N, 112°W
Definition:
• A GIS is a computer based tool for mapping ,analyzing
things that exist and events that happen on earth.
(OR)
• A database system in which most of the data are
spatially indexed, and upon a set of procedures
operated in order to answer queries about spatial
entities in the database.
Smith et al,1987
Burrough,1986
Components of GIS:
A working GIS integrates five key components:
 Hardware
 Software
 Data
 People
 Methods
 General purpose GISs essentially perform five processes or tasks:
Input Manipulation Management Query and Analysis
Visualization
1. Simple questions
2. Analytical questions
3. Proximity analysis
4. Overlay analysis
Points
Lines
Areas
Data Models: Raster vs. VectorData Models: Raster vs. Vector
Vector GIS is composed of points, lines, and polygons (areas) Raster GIS
is composed of raster's, or cells
 Desktop mapping
 CAD
 DBMS
Remote sensing
 GPS
Related technologies:
Special features
On-line Digitization
Map Coordinate Systems Conversion
Spatial Interpolation
3D Display
Mapping Where and What Things Are
GIS and its uses
Application of these technologies in Horticulture :
 Precision Farming
 Production prediction
 Spatial distribution map
 Site suitability for cultivation of crops
 Soil classification land use planning
 Habitat identification and biodiversity conservation
 Monitoring stress
Rain fall
suitability
Altitude
suitability
Ground
truth
observation
Habitat
identification
based on
existing data
Model for crop suitability and habitat identification (Ecological niche
modelling)
Input
 sample record data,point vector
layer
 background (environmental
data), raster data (usualy in ASCII
format)
If environmental layers come from
different sources:
 the same spatial resolution,
 same coordinates of each pixel
(initial pixel),
 each layer must contain equal
number of pixels.
Predictive distribution models
Eg: BIOCLIM, MAXENT, GARP etc
GIS-Prediction of Risk maps
Data inputData input Rain fall/temperature
Soil type/topography
Rain fall/temperature
Soil type/topography
Paper mapsPaper maps Rain fall
Temperature
Soil type
topography
Rain fall
Temperature
Soil type
topography
Vector layersVector layers
Prepare soil pH
map by soil type map
Prepare slope map by topography map
Prepare soil pH
map by soil type map
Prepare slope map by topography map
Conversion
to raster
format
Conversion
to raster
format
Highly suitable-4
Moderately suitable-3
Marginally suitable-2
Not suitable-1
Highly suitable-4
Moderately suitable-3
Marginally suitable-2
Not suitable-1
Reclassification of thematic
layers
Reclassification of thematic
layers data processingdata processing
Weighting and GIS
overlay analysis
Weighting and GIS
overlay analysis
Suitability maps were created according to the given
criteria with 4 suitability categories
Suitability maps were created according to the given
criteria with 4 suitability categories
Land suitability classification for tomato and cabbage by using GIS technique
Jayasinghe et al.,2010
According to the suitability map, 50,400 hectare 25,
68,900 hectare of land area of land area in Sri
Lanka could be identified as not suitable for
growing Tomato and cabbage crops which might
be due to the high rain fall and high temperature
,low elevation.
Cont…
Jayasinghe et al.,2010
Cropland suitability classification can be considered as
Prerequisite for optimum utilization of available land
resources for sustainable agricultural production
Site suitability for turmeric production in India-A GIS interpretation
Site suitability map of turmeric drawn with the
help of Eco-crop model DIVA - GIS
Significance: environmental suitability is an important aspect which has direct impact
on the productivity of the crop
Parthasarathy et al.,2007
Optimum climatic
conditions for
cultivation collected
from literature
DIVA - GIS
Prediction of
suitability map
Collection of data on
area, production and
preparation of graphs,
Maps
Area map of zinger
Productivity map of
zinger
Suitability map of zinger by DIVA-GIS Parthasaradhy et al.,2007
Site suitability map for Zinger by using GIS
Site:kanolibara river basin of sub
humid tropical ecosystem of
central India
Data: Images from remote
sensing + field surveys
multi criteria overlay analysis
Final layer reclassification-
based on index values
17-Biophysical land units
Recommendation of crops
L.F-25%
S.D-10%
L.C-15%
SL-20%
HG-10%
EL_10%
Obi Reddy et al.,2004
Cont…
RS and GIS approach helps to characterize biophysical units more effectively to
understand their biophysical potentials, problems and stress environment. also
helps to prepare and execute site specification plans for optimum utilization of
available resources to maximize the productivity as well as maintain ecological
balance.
Obi Reddy et al.,2004
parameter slope azimuth soil vegD temp elevation
Criteria 10-20% E,S-E silt-loam 2standsm2 1.5C 1500-1800mStudy
area
Lilium ledibourii in Ardabil province of Iran
Software-GIS
Makhdum model
Data collection in study area
Modelling
Predicted habitat of
L.ledebourii
Fataei et al.,2011
Fig: Geographical distribution of Lilium ledebourii
The identified potential new
habitats In Ardabil province
near by its original habitat
Cont….
Fataei et al.,2011
Significance:
They were identified potential habitats for protection of natural monument as well
as increasing the cultivation scope of L.ledebourii .
Estimating the global severity of potato late blight with
GIS-linked disease forecast models
LB forecast models- Blitecast,
Simcast
Climate data& its
interpolation
Determination of
growing seasons
Modelling &
Analysis by
using GIS
Global
zonation
Hijmans et al.,(2000)
Blitecast
Simcast
Hijmans et al.,(2000)
No of sprays(Observed leaf
wetness)
Noofsprays(Predictedleaf
wetness)
No of sprays (Observed)
Noofsprays(Blitecast)
Conclusion:
Global zonation of LB results in the decision
making about resource allocation for
research, Safe and optimal use of
Fungicides
NRSA facilitates several remote sensing & GIS application projects for
natural resources and environmental management catering to food
security, water security, energy security and sustainable development.
SAC has been engaged in the development and dissemination of remote
sensing and GIS technologies for national development.
IRS data is being used for a diverse range of applications such as crop
acreage and production
Supporting institutions and data providers
Automation of land evaluation procedures for a variety of
applications using GIS techniques.
Extending precision farming database to smaller farm size and /
or diverse crops/cropping systems.
 More accurate yield models, maps
 Identifying ways and means of reducing the cost of RS, GIS and
precision farming technologies
Errors in GIS
Challenges
 GIS along with spatial technologies like GPS and
Remote sensing will be a key to improving farm
practices in the coming decades.
 It plays a potential role decision making and monitor,
analysis, control the production parameters with the
aim to optimize the expanse and ecological effects
and to increase the income.
Conclusion
THANK YOU

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Geographical information system and its application in horticulture

  • 1. APARNA VELURU, ROLL NO:5003, MSC,HORTICULTURE GIS AND ITS APPLICATIONS IN HORTICULTURE
  • 2. Geographic Information Systems Describing Our WorldDescribing Our World • We can describe any element of our world in two ways: Attribute Information: What is it? Species: Oak Height: 15m Age: 75 Yrs Location Information: Where is it? 51°N, 112°W
  • 3. Definition: • A GIS is a computer based tool for mapping ,analyzing things that exist and events that happen on earth. (OR) • A database system in which most of the data are spatially indexed, and upon a set of procedures operated in order to answer queries about spatial entities in the database. Smith et al,1987 Burrough,1986
  • 4. Components of GIS: A working GIS integrates five key components:  Hardware  Software  Data  People  Methods  General purpose GISs essentially perform five processes or tasks: Input Manipulation Management Query and Analysis Visualization 1. Simple questions 2. Analytical questions 3. Proximity analysis 4. Overlay analysis
  • 5. Points Lines Areas Data Models: Raster vs. VectorData Models: Raster vs. Vector Vector GIS is composed of points, lines, and polygons (areas) Raster GIS is composed of raster's, or cells
  • 6.  Desktop mapping  CAD  DBMS Remote sensing  GPS Related technologies:
  • 7. Special features On-line Digitization Map Coordinate Systems Conversion Spatial Interpolation 3D Display Mapping Where and What Things Are
  • 8. GIS and its uses
  • 9. Application of these technologies in Horticulture :  Precision Farming  Production prediction  Spatial distribution map  Site suitability for cultivation of crops  Soil classification land use planning  Habitat identification and biodiversity conservation  Monitoring stress
  • 10. Rain fall suitability Altitude suitability Ground truth observation Habitat identification based on existing data Model for crop suitability and habitat identification (Ecological niche modelling) Input  sample record data,point vector layer  background (environmental data), raster data (usualy in ASCII format) If environmental layers come from different sources:  the same spatial resolution,  same coordinates of each pixel (initial pixel),  each layer must contain equal number of pixels. Predictive distribution models Eg: BIOCLIM, MAXENT, GARP etc
  • 12. Data inputData input Rain fall/temperature Soil type/topography Rain fall/temperature Soil type/topography Paper mapsPaper maps Rain fall Temperature Soil type topography Rain fall Temperature Soil type topography Vector layersVector layers Prepare soil pH map by soil type map Prepare slope map by topography map Prepare soil pH map by soil type map Prepare slope map by topography map Conversion to raster format Conversion to raster format Highly suitable-4 Moderately suitable-3 Marginally suitable-2 Not suitable-1 Highly suitable-4 Moderately suitable-3 Marginally suitable-2 Not suitable-1 Reclassification of thematic layers Reclassification of thematic layers data processingdata processing Weighting and GIS overlay analysis Weighting and GIS overlay analysis Suitability maps were created according to the given criteria with 4 suitability categories Suitability maps were created according to the given criteria with 4 suitability categories Land suitability classification for tomato and cabbage by using GIS technique Jayasinghe et al.,2010
  • 13. According to the suitability map, 50,400 hectare 25, 68,900 hectare of land area of land area in Sri Lanka could be identified as not suitable for growing Tomato and cabbage crops which might be due to the high rain fall and high temperature ,low elevation. Cont… Jayasinghe et al.,2010 Cropland suitability classification can be considered as Prerequisite for optimum utilization of available land resources for sustainable agricultural production
  • 14. Site suitability for turmeric production in India-A GIS interpretation Site suitability map of turmeric drawn with the help of Eco-crop model DIVA - GIS Significance: environmental suitability is an important aspect which has direct impact on the productivity of the crop Parthasarathy et al.,2007 Optimum climatic conditions for cultivation collected from literature DIVA - GIS Prediction of suitability map Collection of data on area, production and preparation of graphs, Maps
  • 15. Area map of zinger Productivity map of zinger Suitability map of zinger by DIVA-GIS Parthasaradhy et al.,2007 Site suitability map for Zinger by using GIS
  • 16. Site:kanolibara river basin of sub humid tropical ecosystem of central India Data: Images from remote sensing + field surveys multi criteria overlay analysis Final layer reclassification- based on index values 17-Biophysical land units Recommendation of crops L.F-25% S.D-10% L.C-15% SL-20% HG-10% EL_10% Obi Reddy et al.,2004
  • 17. Cont… RS and GIS approach helps to characterize biophysical units more effectively to understand their biophysical potentials, problems and stress environment. also helps to prepare and execute site specification plans for optimum utilization of available resources to maximize the productivity as well as maintain ecological balance. Obi Reddy et al.,2004
  • 18. parameter slope azimuth soil vegD temp elevation Criteria 10-20% E,S-E silt-loam 2standsm2 1.5C 1500-1800mStudy area Lilium ledibourii in Ardabil province of Iran Software-GIS Makhdum model Data collection in study area Modelling Predicted habitat of L.ledebourii Fataei et al.,2011
  • 19. Fig: Geographical distribution of Lilium ledebourii The identified potential new habitats In Ardabil province near by its original habitat Cont…. Fataei et al.,2011 Significance: They were identified potential habitats for protection of natural monument as well as increasing the cultivation scope of L.ledebourii .
  • 20. Estimating the global severity of potato late blight with GIS-linked disease forecast models LB forecast models- Blitecast, Simcast Climate data& its interpolation Determination of growing seasons Modelling & Analysis by using GIS Global zonation Hijmans et al.,(2000) Blitecast
  • 21. Simcast Hijmans et al.,(2000) No of sprays(Observed leaf wetness) Noofsprays(Predictedleaf wetness) No of sprays (Observed) Noofsprays(Blitecast) Conclusion: Global zonation of LB results in the decision making about resource allocation for research, Safe and optimal use of Fungicides
  • 22. NRSA facilitates several remote sensing & GIS application projects for natural resources and environmental management catering to food security, water security, energy security and sustainable development. SAC has been engaged in the development and dissemination of remote sensing and GIS technologies for national development. IRS data is being used for a diverse range of applications such as crop acreage and production Supporting institutions and data providers
  • 23. Automation of land evaluation procedures for a variety of applications using GIS techniques. Extending precision farming database to smaller farm size and / or diverse crops/cropping systems.  More accurate yield models, maps  Identifying ways and means of reducing the cost of RS, GIS and precision farming technologies Errors in GIS Challenges
  • 24.  GIS along with spatial technologies like GPS and Remote sensing will be a key to improving farm practices in the coming decades.  It plays a potential role decision making and monitor, analysis, control the production parameters with the aim to optimize the expanse and ecological effects and to increase the income. Conclusion

Editor's Notes

  1. Finally, GIS… Every element of our world, can be described in two ways. Let’s take this tree for example... This tree has a location - described with a latitude and longitude - it is located at 51oN and 112oW. This is its "location information". This same tree also has additional “attribute information”. This is an oak tree, it is 15m high and it is 75 years old.