geospatial systems for advance tools in precision agriculture

50
1 GEOSPATIAL SYSTEMS AS ADVANCE TECHNOLOGY TOOLS IN PRECISION AGRICULTURE Engr. M. M. Maina, PhD [email protected] Dept. of Agric. Engineering Faculty of Engineering Source: NASA 2/25/2015

Upload: mohammed-maina

Post on 14-Jul-2015

273 views

Category:

Engineering


1 download

TRANSCRIPT

Page 1: Geospatial systems for advance tools in precision agriculture

1

GEOSPATIAL SYSTEMS AS ADVANCE TECHNOLOGY

TOOLS IN PRECISION AGRICULTURE

Engr. M. M. Maina, [email protected]

Dept. of Agric. Engineering

Faculty of EngineeringSource: NASA

2/25/2015

Page 2: Geospatial systems for advance tools in precision agriculture

Presentation outlines

Precision Agriculture

Global Positioning System (GPS).

Geographical Information Systems (GIS)

Basic Concepts of Remote Sensing (RS)

Software

Conclusion

2/25/2015 2

Page 3: Geospatial systems for advance tools in precision agriculture

3

Precision

Agriculture2/25/2015

Page 4: Geospatial systems for advance tools in precision agriculture

4

PRECISION AGRICULTURE

Precision farming is an integrated agricultural management system incorporating

several technologies. Precision farming is defined as information and technology

based farming management system to identify, analyze, and manage variability

within fields for optimum profitability, sustainability and protection of land resources.

Precision farming is geared toward increased productivity in the face of variability

found within the fields. It is not aimed at obtaining same yield everywhere rather

same input on site specific that can guarantee long term benefit/cost ratio..

The concept of “doing the right thing in the right place at the right time” has a strong

intuitive appeal which gives farmers the ability to use all operations and crop inputs

more effectively.

2/25/2015

Page 5: Geospatial systems for advance tools in precision agriculture

PRECISION AGRICULTURE

5

Precision Agriculture (PA), precision farming (PF), or site

specific management (SSM) as a management technique for

sustainability in production agriculture.

The aim of PF is to apply the right input in the right place at

the right time and in the right amount.

2/25/2015

Page 6: Geospatial systems for advance tools in precision agriculture

6

The technological tools often include:

Global positioning system, Remote Sensing

Geographic information system,

Yield monitor,

Variable rate technology.

The variable rate applicator has; a. Control computer, b. Locator and

c. Actuator

The application map is loaded into a computer mounted on a variable-rate

applicator. The computer uses the application map and a GPS receiver to direct a

product-delivery controller that changes the amount and/or kind of product

according to the application map.

PRECISION AGRICULTURE CONTD.

2/25/2015

Page 7: Geospatial systems for advance tools in precision agriculture

7

Precision agriculture can address both economic and environmental

issues that surround production agriculture today.

Future satellites will have better spatial and spectral resolutions.

Launching more satellites will also improve temporal resolution;

hence the delivery time of remote sensing data to the customer will

improve.

Even third world will begin to fully practice precision agriculture

Future of precision Agriculture

2/25/2015

Page 8: Geospatial systems for advance tools in precision agriculture

82/25/2015

Page 9: Geospatial systems for advance tools in precision agriculture

What is GPS?GPS, which stands for Global Positioning System, is the only system today able to show exact position on the Earth surface anytime, under any weather, anywhere.

The three parts of GPS are:

•Satellites

•Receivers

•Software

2/25/2015 9

Page 10: Geospatial systems for advance tools in precision agriculture

SatellitesThere are quite a number

of satellites out there in space.

They are used for a wide range of purposes: satellite TV, cellular phones, military purposes.

Satellites can also be used by GPS receivers.2/25/2015 10

Page 11: Geospatial systems for advance tools in precision agriculture

GPS Satellites

The GPS Operational

Constellation consists of 24

satellites that orbit the Earth

in very precise orbits twice

a day.

GPS satellites emit

continuous navigation

signals.

2/25/2015 11

Page 12: Geospatial systems for advance tools in precision agriculture

Characteristics of GPS

• Free

• Precise

• Reliable

• Anytime & anywhere

• All weather

• Unlimited user capacity

2/25/2015 12

Page 13: Geospatial systems for advance tools in precision agriculture

GPS Receivers

2/25/2015 13

Page 14: Geospatial systems for advance tools in precision agriculture

142/25/2015

Page 15: Geospatial systems for advance tools in precision agriculture

GPS Data Format

The most current geodetic datum used for GPS is the World Geodetic System of 1984 (WGS84).

All GPS receivers export data in decimal degrees, WGS84

2/25/2015 15

Page 16: Geospatial systems for advance tools in precision agriculture

Application of GPS in Farmland

2/25/2015 16

Page 17: Geospatial systems for advance tools in precision agriculture

172/25/2015

Page 18: Geospatial systems for advance tools in precision agriculture

18

GIS Geographic Information System (GIS) is a computer

system for capturing, storing, querying, analyzing, and

displaying geospatial data.

Geospatial technology is listed by the U.S. Department of

Labor (2012) as one of the three emerging industries,

along with nanotechnology and biotechnology.2/25/2015

Page 19: Geospatial systems for advance tools in precision agriculture

Basic Functions of GIS

19

Data Acquisition and prepossessing

Database Management and Retrieval

Spatial Measurement and Analysis

Graphic output and Visualization

2/25/2015

Page 20: Geospatial systems for advance tools in precision agriculture

20

Components of GIS

PeopleGISSoftware

Infrastructure

Data

ComputerSystem

2/25/2015

Page 21: Geospatial systems for advance tools in precision agriculture

21

Spatial features may be represented as vector data or raster data.

•The vector data model may be georelational or object-based, may or

may not involve topology, and may include simple or composite features.

Spatial Data

Vector data Raster data

(a) The vector data model uses x-, y-coordinates to represent point features

and (b) the raster data model uses cells in a grid to represent point features.2/25/2015

Page 22: Geospatial systems for advance tools in precision agriculture

22

GIS activities can be grouped into spatial data input, attribute data

management, data display, data exploration, data analysis, and GIS modeling.

GIS Operations

2/25/2015

Page 23: Geospatial systems for advance tools in precision agriculture

23

A vector-based overlay operation combines spatial data and attribute from different

layers to create an output.

Layers

2/25/2015

Page 24: Geospatial systems for advance tools in precision agriculture

24

Complex data Overlay

Soil Moisture layer

Crops Layer

Roads layer

Final map

2/25/2015

Page 25: Geospatial systems for advance tools in precision agriculture

25

Geospatial data are data that describe both the locations and characteristics of

spatial features such as roads, land parcels, and vegetation stands on the Earth’s

surface.

Geospatial Data

2/25/2015

Page 26: Geospatial systems for advance tools in precision agriculture

26

• Geospatial data are better maintained in a standard format.• Revision and updating are easier.• Geospatial data and information are easier to search,

analysis and represent.• More value added product.• Geospatial data can be shared and exchanged freely.• Productivity of the staff improved and more efficient.• Time and money are saved.• Better decision can be made.

Benefits of GIS

2/25/2015

Page 27: Geospatial systems for advance tools in precision agriculture

27

REMOTE

SENSING2/25/2015

Page 28: Geospatial systems for advance tools in precision agriculture

28

It is the collection of data from a distance without necessary coming in

contact with the surface.

Data sensors can simply be hand held devices, airborne or spaceborne.

Plant stress related to moisture, nutrients, compaction, crop diseases and

other plant health concerns are often easily detected in overhead images.

Remote sensing can reveal in-season variability that affects crop yield,

and can be timely enough to make management decisions that improve

profitability for such crop.

Remote Sensing (RS)

2/25/2015

Page 29: Geospatial systems for advance tools in precision agriculture

29

Electromagnetic Radiation (EMR)

2/25/2015

Page 30: Geospatial systems for advance tools in precision agriculture

Elements of Remote Sensing

1. Energy Source or Illumination (A)

2. Radiation and the Atmosphere (B)

3. Interaction with the Object (C)

4. Recording of Energy by the

Sensor (D)

5. Transmission, Reception and

Processing (E)

6. Interpretation and Analysis (F)

7. Application (G)

2/25/2015 30

Page 31: Geospatial systems for advance tools in precision agriculture

31

Remote Sensing

Types of sensors

1. Optical sensors

2. Microwave sensors

Passive sensors (Optical)•Landsat•ASTER•Quickbard•Ikonos

Active Sensors (Microwave)•LIDAR•RADAR

2/25/2015

Page 32: Geospatial systems for advance tools in precision agriculture

322/25/2015

Page 33: Geospatial systems for advance tools in precision agriculture

33

Remote Sensing Sensors

2/25/2015

Page 34: Geospatial systems for advance tools in precision agriculture

UAV or Agricultural Drones

342/25/2015

Page 35: Geospatial systems for advance tools in precision agriculture

REMOTELY SENSED DATA

Landsat/Ikonos/Quickbard/Aster

352/25/2015

Page 36: Geospatial systems for advance tools in precision agriculture

36

BUK New Campus

2/25/2015

Page 37: Geospatial systems for advance tools in precision agriculture

37

BUK Old Campus

2/25/2015

Page 38: Geospatial systems for advance tools in precision agriculture

2/25/2015 38

Flood

Page 39: Geospatial systems for advance tools in precision agriculture

Optical Sensors used in remote sensing systems

Multispectral Scanner - MSS

Thematic Mapper - T M

High Resolution Visible - HRV

Linear Image Self Scanning - LISS I.II

Linear Imaging Self Scanning Camera-3 - LISS III

Linear Imaging Self-Scanning Camera-4 - LISS IV

Panchromatic camera - PAN

Wide Field Sensor - WiFS

Advanced Wide Field Sensor - AWiFS

TYPES OF SENSORS

2/25/2015 39

Page 40: Geospatial systems for advance tools in precision agriculture

1 LANDSAT Series

2. MODIS ,ASTER

3 SPOT Series

4. IRS Series

5. IKONOS

6. LIDAR

7. RADAR

8. SRTM

SATELLITE TYPES

2/25/2015 40

Page 41: Geospatial systems for advance tools in precision agriculture

Nigerian Satellite

41

1. NigeriaSat-1

2. NigeriaSat-2

3. NigeriaSat-X

4. NigComSat-1 2004 lost in sky

5. NigComSat-2, 3 launched 2012, 2013

6. NigeriaSAT-1 To be launch 2015

2/25/2015

Page 42: Geospatial systems for advance tools in precision agriculture

Software422/25/2015

Page 43: Geospatial systems for advance tools in precision agriculture

GIS and Image Processing Software

43

• ERDAS Imagine GRASS*

• TerraLook PCRASTER

• ENVI FLOWMAP*

• ILWIS* IDRISI*

• ArcGIS RAMAS GIS *open source

• PCI Geomatica MAPMAKER

• eCOGNITION TacitView

• gvSIG Dragon/ips

• Capawork opticks

• SAGA GIS QGIS*2/25/2015

Page 44: Geospatial systems for advance tools in precision agriculture

442/25/2015

Page 45: Geospatial systems for advance tools in precision agriculture

ArcGIS 10.1

45

Nigeria

Nigeria map showing

Kano state in colour2/25/2015

Page 46: Geospatial systems for advance tools in precision agriculture

Roles Geospatial Technology in Agriculture

The significance of geospatial technology in agriculture lies to

the fact that agriculture is spatial in nature.

GIS can store information in the form of layers such as soil

nutrient level, yield map, soil moisture content,

Evapotranspiration etc.

GPS can be used in farm machinery automation and

unmanned farm vehicles.

462/25/2015

Page 47: Geospatial systems for advance tools in precision agriculture

Remote sensing keep tract of mapping and monitoring large

farms These include; current extent of crops, disease

infestation, crop stage of growth, soil degradation, irrigated

area, yield prediction etc.

Retrieval of information through spectral emittance.

Decision Support; using the information retrieved critical

decision can be taken to solve immediate problems.

472/25/2015

Page 48: Geospatial systems for advance tools in precision agriculture

ChallengesHow skilled are the farmers to take advantage of gamut of

technologies that comes their way?

At the fore front of these challenges are the reputation of

farmers that geospatial systems are difficult to learn.

That is hard to process data to make meaning out of it.

Academicians in third world countries on geospatial systems

are adamant to address their immediate problem of

environment. 482/25/2015

Page 49: Geospatial systems for advance tools in precision agriculture

49

There is phobia of using anything to do with computer,

satellite etc., this is not only to farmers but even

among academics.

Therefore there is need to train and retrain all

stakeholders in geospatial systems to be able to make

use of the abundant and free satellite data online for

sustainable agricultural development and other

environmental issues.

2/25/2015

Page 50: Geospatial systems for advance tools in precision agriculture

502/25/2015