SlideShare a Scribd company logo
1 of 32
Credit Seminar
Use of Remote Sensing In Agriculture
HENA PARVEEN
M. Sc (Ag), 3rd SAMESTER
Department of Soil Science
Rajendra Agricultual University, Pusa
Samastipur, BIHAR
Outline of Presentation
 Remote Sensing and its principle
 Land use planning
 Soil monitoring
 Crop monitoring and Damage assessment
 Precision farming
 Thematic map
REMOTE SENSING
Remote sensing is a method for getting information
about different objects on the planet, without any
physical contacts with it.
Image Source: cimss.ssec.wisc.edu
GIS
 GIS is a computer based tool for mapping and analysing
things that exist and events that happen on earth.
 GIS operation requires two things – Computer system
and Geographic data.
Traditional GIS
New GIS
COMPUTER PLOTTER
MAP TYPEWRITER
GPS
 GPS is a space-based satellite
navigation system.
 Provides location in term of
Longitudinal, Latitudinal,
Altitudinal and time
information in all weather
condition, anywhere on or near
the Earth.
How remote sensing satellites work
 Scientists have developed sensors and cameras
which can detect and record the energy
transmitted from the surface of the earth. These
cameras and sensors are placed aboard earth-
orbiting satellites that record and transmit the data
to receiving stations on the earth in digital form.
 Technologists use computers and other devices to
produce images that can be analysed and
interpreted to obtain meaningful information on
conditions on the earth.
Energy Source or
Illumination(A)
Radiation and the
Atmosphere(B)
Interaction with the Target (C)
Recording of Energy by the
Sensor (D)
Transmission, Reception, and
Processing (E)
Interpretation and Analysis (F)
Application (G
Elements of Remote Sensing
Spectral signatures
 According to the physics of remote sensing ,
different surface object return different amount of
energy in different wavelength of the
electromagnetic spectrum .
 Detection and measurements of these energy called
spectral signature enable identification of surface
objects both from the airborne and from the
spaceborne.
Airborne vs Ground-based platforms:
 Satellite and airborne platforms offer
opportunities for rapid collection of data over
large areas but not beyond surface soil horizons.
 Ground-based sensors on vehicles can provide
more information about the full soil profile.
Land Use
Land cover means any surface cover on the
ground which can include vegetation, urban
infrastructure, water, lake, mountain,
transportation networks, buildings or any other.
The attributes measured by remote sensing
techniques relate to land cover.
Land use / Land cover Mapping
SCOPE
• Monitoring dynamic changes
• Urban/Rural infrastructure
• Water logging & salinity
BENEFITS
• Assessment of spatial distribution of land resources
• Infrastructure monitoring
• Future planning for better land management for socio-
economic development
 Generated land use map using GIS technique which correlated
with statistics of India and Punjab .
 Area under broad land use/land cover categories
CATEGORY
INDIA PUNJAB
AREA IN ( ha) % TGA AREA IN (ha) % TGA
Built up land 1,39,13,772 4.34 3,88,734 7.72
Agricultural land 16,52,44,359 51.58 39,33,383 78.10
Forests 6,57,10,815 20.51 1,83,900 3.65
Water land 4,43,90,315 13.85 3,03,226 6.02
Water bodies 1,06,10,820 3.31 1,32,832 2.64
other 2,05,26,819 6.41 94,125 1.87
total 32,03,96,900 100.00 50,36,200 100.00
Change inArea (%) under different categories of land use
during 1973-1989
Land use
classes
TEHSILE DISTT. TOTAL
Bathinda Talwandi Rampuraphul
URBAN 75.3 69.6 70.0 73.2
RURAL 64.0 82.0 66.0 68.7
CROP LAND -1.46 -1.25 -1.36 -1.37
POND 33.0 71.0 60.4 49.0
International
Boundary
Agriculture land
Forest & Natural
vegetation
Rocky area
Sand
Salinit
Snow
Water bodies
Waterlogged
Land cover Mapping
Normalized Difference Vegetation
Index
 The Remote sensing data is used extensively for large area
vegetation monitoring.
 NDVI is a mathematical quantity referring to a vegetation
indices.
 NDVI = (Near IR – Red)/(Near IR +Red).
Range = -1 to +1
 Clouds , water and snow have negative NDVI.
 Soil and rock have a broadly similar reflectance giving NDVI
close to ‘0’.
 Only active vegetation has a positive NDVI about 0.1 to 0.6
Non-Drought Drought
NDVI is responsive to vegetation condition
<0.5 = water
0.05-0.10=
0.10-0.16=
0.16-0.25=
0.26-0.33=
0.33-0.40=
0.41-0.58=
0.59-0.66=
>0.66=
Area under detailed land use/ land cover categories
Category India PUNJAB
Area in (ha) % TGA Area in (ha) % TGA
Agriculture land
Karif crop land 1205,86,769 3401258
Rabi crop land 763,00,445 3507019
Double cropped area 531,05,792 3095521
Net sown area 1437,81,426 44.88 3812756 75.75
Wasteland
Salt affected 19,88,380 0.62 51979 1.03
Waterlogged 12,19,666 0.38 26614 0.53
Marshy/Swampy 8,23,876 0.26 36
Water bodies
River/Stream 84,14,852 2.63 132831 2.64
Lake/Reservoir/Tank/
Canal
21,95,968 0.69
Classification of area in Punjab (000 ha)
CATEGORY
YEARS
1970-71 1980-81 1990-91 1996-97 2001-02
Total Geog.
area
5036 5036 5036 5036 5036
Forest area 123 216 222 288 281
Culturable
waste
83 41 35 21 5
Uncultivated
land
208 96 83 64 45
Net area
sown
4053 4191 4218 4223 4268
Total cropped
area
5678 6763 7502 7808 7941
Cropping
intensity
140 161 178 185 186
Soil Monitoring
 Any effective soil monitoring scheme will take
account of differences between soil types and their
spatial distribution.
 Remote sensing systems record electromagnetic
radiation (EMR) that has been reflected or emitted
from a target object. The physical and chemical
characteristics of the object, and indeed the choice of
wavelengths of EMR.
The broad current requirements for soil monitoring that might
be met by the use of remote sensing are as follows
1.Supporting data for development of adequate soil inventories, including:
a. general physical and chemical properties
b. landscape and land use data, e.g. terrain data
2. Information on soil quantities (on an area basis), that relate to soil
threats, including the extent of
a. erosion
b. landslides
c. soil organic carbon
d. contamination
e. salinity
3. Estimates of soil performance:
a. biomass productivity
b. hydrological performance, specifically flood occurrence
Crop monitoring and Damage assessment
 Remote sensing imagery also gives the required spatial
overview of the land. Remote sensing can aid in identifying
crops affected by conditions that are too dry or wet, affected
by insect, weed or fungal infestations or weather related
damage .
 Detecting damage and monitoring crop health requires
high-resolution, multi-spectral imagery and multi-temporal
imaging capabilities.
CROP MONITORING
 Crop area estimation
 Crop growth monitoring
 Crop yield prediction
Satellite image distribution for winter wheat
monitoring
DamageAssessment
PRECISION FARMING
 Precision farming is also referred as site specific
farming, Smart farming and GPS based farming.
 The site specific application of input such as seed,
fertilizer and crop protection chemicals has the
potential to reduce input cost and maximize crop yield
and benefit environment.
 This can be done by new emerging information
technology such as GPS, GIS, Remote Sensing.
PRECISION FARMING
Thematic Map
 A thematic map is especially designed to show a
particular theme connected with a specific
geographical area. It provides:
(i) Specific information about particular location.
(ii) General information about spatial patterns and .
(iii)They can be used to compare patterns on two or
more maps
Digital Soil Mapping (DSM)
 Is prepared using Geo-informatics
technologies which involve:
1. Remote sensing.
2. Global positioning system (GPS) .
3. Geo-graphical information system (GIS)
use in remote sensing in agriculture
use in remote sensing in agriculture
use in remote sensing in agriculture

More Related Content

What's hot

Remote sensing application in agriculture & forestry_Dr Menon A R R (The Kera...
Remote sensing application in agriculture & forestry_Dr Menon A R R (The Kera...Remote sensing application in agriculture & forestry_Dr Menon A R R (The Kera...
Remote sensing application in agriculture & forestry_Dr Menon A R R (The Kera...India Water Portal
 
Application of gis and remote sensing in agriculture
Application of gis and remote sensing in agricultureApplication of gis and remote sensing in agriculture
Application of gis and remote sensing in agricultureRehana Qureshi
 
Remote Sensing and its Applications in Agriculture
Remote Sensing and its Applications in AgricultureRemote Sensing and its Applications in Agriculture
Remote Sensing and its Applications in AgricultureVikas Kashyap
 
Application of remote sensing in agriculture
Application of remote sensing in agricultureApplication of remote sensing in agriculture
Application of remote sensing in agriculturevajinder kalra
 
GIS Applications for Smart Agriculture-Case Studies & Research Prospects.
GIS Applications for Smart Agriculture-Case Studies & Research Prospects.GIS Applications for Smart Agriculture-Case Studies & Research Prospects.
GIS Applications for Smart Agriculture-Case Studies & Research Prospects.AdityaAllamraju1
 
Soil mapping , remote sensing and use of sensors in precision farming
Soil mapping , remote sensing and use of  sensors in precision farmingSoil mapping , remote sensing and use of  sensors in precision farming
Soil mapping , remote sensing and use of sensors in precision farmingDr. M. Kumaresan Hort.
 
Remote sensing in agriculture
Remote sensing in agricultureRemote sensing in agriculture
Remote sensing in agricultureChitra Nair
 
Soil mapping approach in gis
Soil mapping approach in gisSoil mapping approach in gis
Soil mapping approach in gisSakthivel R
 
PRECISE AGRICULTURE USING GPS
PRECISE AGRICULTURE USING GPSPRECISE AGRICULTURE USING GPS
PRECISE AGRICULTURE USING GPSAbhiram Kanigolla
 
Wasteland assessment using remotesensing and gis
Wasteland assessment using remotesensing and gisWasteland assessment using remotesensing and gis
Wasteland assessment using remotesensing and gisaakvd
 
Geographical information system and its application in horticulture
Geographical information system and its application in horticultureGeographical information system and its application in horticulture
Geographical information system and its application in horticultureAparna Veluru
 
drought monitoring and management using remote sensing
drought monitoring and management using remote sensingdrought monitoring and management using remote sensing
drought monitoring and management using remote sensingveerendra manduri
 
Remote sensing in fruit crops.
 Remote sensing in fruit crops. Remote sensing in fruit crops.
Remote sensing in fruit crops.KuldeepSingh1530
 
Image processing & interpretation
Image processing & interpretationImage processing & interpretation
Image processing & interpretationSHIVAJI SURYAVANSHI
 
Geographic information system (GIS) and its application in precision farming
Geographic information system (GIS) and its application in precision farmingGeographic information system (GIS) and its application in precision farming
Geographic information system (GIS) and its application in precision farmingDr. M. Kumaresan Hort.
 
GIS and agriculture
GIS and agricultureGIS and agriculture
GIS and agricultureMOHTISHIM CH
 
Submerged soil chemistry and management
Submerged soil chemistry and managementSubmerged soil chemistry and management
Submerged soil chemistry and managementAbhijit Sarkar
 
Crop discrimination and yield monitoring
Crop discrimination and yield monitoringCrop discrimination and yield monitoring
Crop discrimination and yield monitoringLokesh Kumar Jain
 

What's hot (20)

Remote sensing application in agriculture & forestry_Dr Menon A R R (The Kera...
Remote sensing application in agriculture & forestry_Dr Menon A R R (The Kera...Remote sensing application in agriculture & forestry_Dr Menon A R R (The Kera...
Remote sensing application in agriculture & forestry_Dr Menon A R R (The Kera...
 
Application of gis and remote sensing in agriculture
Application of gis and remote sensing in agricultureApplication of gis and remote sensing in agriculture
Application of gis and remote sensing in agriculture
 
Remote Sensing and its Applications in Agriculture
Remote Sensing and its Applications in AgricultureRemote Sensing and its Applications in Agriculture
Remote Sensing and its Applications in Agriculture
 
Application of remote sensing in agriculture
Application of remote sensing in agricultureApplication of remote sensing in agriculture
Application of remote sensing in agriculture
 
GIS Applications for Smart Agriculture-Case Studies & Research Prospects.
GIS Applications for Smart Agriculture-Case Studies & Research Prospects.GIS Applications for Smart Agriculture-Case Studies & Research Prospects.
GIS Applications for Smart Agriculture-Case Studies & Research Prospects.
 
Soil mapping , remote sensing and use of sensors in precision farming
Soil mapping , remote sensing and use of  sensors in precision farmingSoil mapping , remote sensing and use of  sensors in precision farming
Soil mapping , remote sensing and use of sensors in precision farming
 
Remote sensing in agriculture
Remote sensing in agricultureRemote sensing in agriculture
Remote sensing in agriculture
 
Soil mapping approach in gis
Soil mapping approach in gisSoil mapping approach in gis
Soil mapping approach in gis
 
Rainfed Agriculture PPT
Rainfed Agriculture PPTRainfed Agriculture PPT
Rainfed Agriculture PPT
 
PRECISE AGRICULTURE USING GPS
PRECISE AGRICULTURE USING GPSPRECISE AGRICULTURE USING GPS
PRECISE AGRICULTURE USING GPS
 
Wasteland assessment using remotesensing and gis
Wasteland assessment using remotesensing and gisWasteland assessment using remotesensing and gis
Wasteland assessment using remotesensing and gis
 
Geographical information system and its application in horticulture
Geographical information system and its application in horticultureGeographical information system and its application in horticulture
Geographical information system and its application in horticulture
 
drought monitoring and management using remote sensing
drought monitoring and management using remote sensingdrought monitoring and management using remote sensing
drought monitoring and management using remote sensing
 
Remote sensing in fruit crops.
 Remote sensing in fruit crops. Remote sensing in fruit crops.
Remote sensing in fruit crops.
 
Image processing & interpretation
Image processing & interpretationImage processing & interpretation
Image processing & interpretation
 
Geographic information system (GIS) and its application in precision farming
Geographic information system (GIS) and its application in precision farmingGeographic information system (GIS) and its application in precision farming
Geographic information system (GIS) and its application in precision farming
 
Crop modelling with the DSSAT
Crop modelling with the DSSATCrop modelling with the DSSAT
Crop modelling with the DSSAT
 
GIS and agriculture
GIS and agricultureGIS and agriculture
GIS and agriculture
 
Submerged soil chemistry and management
Submerged soil chemistry and managementSubmerged soil chemistry and management
Submerged soil chemistry and management
 
Crop discrimination and yield monitoring
Crop discrimination and yield monitoringCrop discrimination and yield monitoring
Crop discrimination and yield monitoring
 

Similar to use in remote sensing in agriculture

Applications of Remote Sensing
Applications of Remote SensingApplications of Remote Sensing
Applications of Remote SensingAbhiram Kanigolla
 
Geo-spatial analysis for effective technology targeting
Geo-spatial analysis for effective technology targetingGeo-spatial analysis for effective technology targeting
Geo-spatial analysis for effective technology targetingICRISAT
 
Application of remote sensing in precision farming
 Application of remote sensing in precision farming  Application of remote sensing in precision farming
Application of remote sensing in precision farming Suman Dey
 
Remote Sensing and GIS in Land Use / Land Cover Mapping
Remote Sensing and GIS in Land Use / Land Cover MappingRemote Sensing and GIS in Land Use / Land Cover Mapping
Remote Sensing and GIS in Land Use / Land Cover MappingVenkatKamal1
 
land suitability under R.S and G.I.S
land suitability under R.S and G.I.Sland suitability under R.S and G.I.S
land suitability under R.S and G.I.Shena parveen
 
Identification Of Ground Water Potential Zones In Tamil Nadu By Remote Sensin...
Identification Of Ground Water Potential Zones In Tamil Nadu By Remote Sensin...Identification Of Ground Water Potential Zones In Tamil Nadu By Remote Sensin...
Identification Of Ground Water Potential Zones In Tamil Nadu By Remote Sensin...IJERA Editor
 
Geographical Information System
Geographical Information SystemGeographical Information System
Geographical Information SystemDevegowda S R
 
Precision farming rohit pandey
Precision farming rohit pandeyPrecision farming rohit pandey
Precision farming rohit pandeyGovardhan Lodha
 
Application of Remote Sensing & GIS Techniques in Watershed Management
Application of Remote Sensing  &  GIS Techniques in Watershed ManagementApplication of Remote Sensing  &  GIS Techniques in Watershed Management
Application of Remote Sensing & GIS Techniques in Watershed ManagementAjeet Jakhad
 
wasteland mapping
wasteland mappingwasteland mapping
wasteland mappingjosnarajp
 
Application-of-Remote-Sen.7uuuuuuuuuuu536913.pptx
Application-of-Remote-Sen.7uuuuuuuuuuu536913.pptxApplication-of-Remote-Sen.7uuuuuuuuuuu536913.pptx
Application-of-Remote-Sen.7uuuuuuuuuuu536913.pptxArmandTanougong1
 
AGRICULTURE INFORMATION SYSTEM USING REMOTE SENSING, GEOGRAPHICAL ANALYSIS ...
AGRICULTURE INFORMATION SYSTEM USING  REMOTE SENSING, GEOGRAPHICAL  ANALYSIS ...AGRICULTURE INFORMATION SYSTEM USING  REMOTE SENSING, GEOGRAPHICAL  ANALYSIS ...
AGRICULTURE INFORMATION SYSTEM USING REMOTE SENSING, GEOGRAPHICAL ANALYSIS ...Alok Singh
 
Application of Remote Sensing Techniques for Change Detection in Land Use/ La...
Application of Remote Sensing Techniques for Change Detection in Land Use/ La...Application of Remote Sensing Techniques for Change Detection in Land Use/ La...
Application of Remote Sensing Techniques for Change Detection in Land Use/ La...iosrjce
 
Role of agroinformatics in watershed management
Role of agroinformatics in watershed managementRole of agroinformatics in watershed management
Role of agroinformatics in watershed managementshashi bijapure
 
remote sensing and (GIS)
remote sensing and (GIS) remote sensing and (GIS)
remote sensing and (GIS) Anshul Phaugat
 
Remote Sensing and GIS techniques.pptx
Remote Sensing and GIS techniques.pptxRemote Sensing and GIS techniques.pptx
Remote Sensing and GIS techniques.pptxDebashisSatapathy2
 
Rajeshwari Urban Environment, RS and GIS
Rajeshwari  Urban Environment, RS and GISRajeshwari  Urban Environment, RS and GIS
Rajeshwari Urban Environment, RS and GISrajeshwariku
 

Similar to use in remote sensing in agriculture (20)

Mohsin final seminar
Mohsin final seminarMohsin final seminar
Mohsin final seminar
 
Applications of Remote Sensing
Applications of Remote SensingApplications of Remote Sensing
Applications of Remote Sensing
 
Geo-spatial analysis for effective technology targeting
Geo-spatial analysis for effective technology targetingGeo-spatial analysis for effective technology targeting
Geo-spatial analysis for effective technology targeting
 
Application of remote sensing in precision farming
 Application of remote sensing in precision farming  Application of remote sensing in precision farming
Application of remote sensing in precision farming
 
Remote Sensing and GIS in Land Use / Land Cover Mapping
Remote Sensing and GIS in Land Use / Land Cover MappingRemote Sensing and GIS in Land Use / Land Cover Mapping
Remote Sensing and GIS in Land Use / Land Cover Mapping
 
land suitability under R.S and G.I.S
land suitability under R.S and G.I.Sland suitability under R.S and G.I.S
land suitability under R.S and G.I.S
 
Identification Of Ground Water Potential Zones In Tamil Nadu By Remote Sensin...
Identification Of Ground Water Potential Zones In Tamil Nadu By Remote Sensin...Identification Of Ground Water Potential Zones In Tamil Nadu By Remote Sensin...
Identification Of Ground Water Potential Zones In Tamil Nadu By Remote Sensin...
 
Geographical Information System
Geographical Information SystemGeographical Information System
Geographical Information System
 
Precision farming rohit pandey
Precision farming rohit pandeyPrecision farming rohit pandey
Precision farming rohit pandey
 
Application of Remote Sensing & GIS Techniques in Watershed Management
Application of Remote Sensing  &  GIS Techniques in Watershed ManagementApplication of Remote Sensing  &  GIS Techniques in Watershed Management
Application of Remote Sensing & GIS Techniques in Watershed Management
 
wasteland mapping
wasteland mappingwasteland mapping
wasteland mapping
 
Application-of-Remote-Sen.7uuuuuuuuuuu536913.pptx
Application-of-Remote-Sen.7uuuuuuuuuuu536913.pptxApplication-of-Remote-Sen.7uuuuuuuuuuu536913.pptx
Application-of-Remote-Sen.7uuuuuuuuuuu536913.pptx
 
Remote sensing and gis env bio
Remote sensing and gis  env bioRemote sensing and gis  env bio
Remote sensing and gis env bio
 
AGRICULTURE INFORMATION SYSTEM USING REMOTE SENSING, GEOGRAPHICAL ANALYSIS ...
AGRICULTURE INFORMATION SYSTEM USING  REMOTE SENSING, GEOGRAPHICAL  ANALYSIS ...AGRICULTURE INFORMATION SYSTEM USING  REMOTE SENSING, GEOGRAPHICAL  ANALYSIS ...
AGRICULTURE INFORMATION SYSTEM USING REMOTE SENSING, GEOGRAPHICAL ANALYSIS ...
 
Application of Remote Sensing Techniques for Change Detection in Land Use/ La...
Application of Remote Sensing Techniques for Change Detection in Land Use/ La...Application of Remote Sensing Techniques for Change Detection in Land Use/ La...
Application of Remote Sensing Techniques for Change Detection in Land Use/ La...
 
Q33081091
Q33081091Q33081091
Q33081091
 
Role of agroinformatics in watershed management
Role of agroinformatics in watershed managementRole of agroinformatics in watershed management
Role of agroinformatics in watershed management
 
remote sensing and (GIS)
remote sensing and (GIS) remote sensing and (GIS)
remote sensing and (GIS)
 
Remote Sensing and GIS techniques.pptx
Remote Sensing and GIS techniques.pptxRemote Sensing and GIS techniques.pptx
Remote Sensing and GIS techniques.pptx
 
Rajeshwari Urban Environment, RS and GIS
Rajeshwari  Urban Environment, RS and GISRajeshwari  Urban Environment, RS and GIS
Rajeshwari Urban Environment, RS and GIS
 

Recently uploaded

(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
VIP Call Girls Ramanthapur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
VIP Call Girls Ramanthapur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...VIP Call Girls Ramanthapur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
VIP Call Girls Ramanthapur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...Suhani Kapoor
 
The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...ranjana rawat
 
Environmental Toxicology (environmental biology)
Environmental Toxicology (environmental biology)Environmental Toxicology (environmental biology)
Environmental Toxicology (environmental biology)RaviPrajapat11
 
Call Girls Service Nagpur Aditi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Aditi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Aditi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Aditi Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
(DIYA) Call Girls Sinhagad Road ( 7001035870 ) HI-Fi Pune Escorts Service
(DIYA) Call Girls Sinhagad Road ( 7001035870 ) HI-Fi Pune Escorts Service(DIYA) Call Girls Sinhagad Road ( 7001035870 ) HI-Fi Pune Escorts Service
(DIYA) Call Girls Sinhagad Road ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...
webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...
webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...Cluster TWEED
 
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
VIP Call Girls Saharanpur Aaradhya 8250192130 Independent Escort Service Saha...
VIP Call Girls Saharanpur Aaradhya 8250192130 Independent Escort Service Saha...VIP Call Girls Saharanpur Aaradhya 8250192130 Independent Escort Service Saha...
VIP Call Girls Saharanpur Aaradhya 8250192130 Independent Escort Service Saha...Suhani Kapoor
 
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000Sapana Sha
 
Booking open Available Pune Call Girls Parvati Darshan 6297143586 Call Hot I...
Booking open Available Pune Call Girls Parvati Darshan  6297143586 Call Hot I...Booking open Available Pune Call Girls Parvati Darshan  6297143586 Call Hot I...
Booking open Available Pune Call Girls Parvati Darshan 6297143586 Call Hot I...Call Girls in Nagpur High Profile
 
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...Suhani Kapoor
 
(AISHA) Wagholi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(AISHA) Wagholi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(AISHA) Wagholi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(AISHA) Wagholi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...ranjana rawat
 
Mumbai Call Girls, 💞 Prity 9892124323, Navi Mumbai Call girls
Mumbai Call Girls, 💞  Prity 9892124323, Navi Mumbai Call girlsMumbai Call Girls, 💞  Prity 9892124323, Navi Mumbai Call girls
Mumbai Call Girls, 💞 Prity 9892124323, Navi Mumbai Call girlsPooja Nehwal
 

Recently uploaded (20)

(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
VIP Call Girls Ramanthapur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
VIP Call Girls Ramanthapur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...VIP Call Girls Ramanthapur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
VIP Call Girls Ramanthapur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
 
Green Marketing
Green MarketingGreen Marketing
Green Marketing
 
Call Girls In Yamuna Vihar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
Call Girls In Yamuna Vihar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCeCall Girls In Yamuna Vihar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
Call Girls In Yamuna Vihar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
 
The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...
 
Environmental Toxicology (environmental biology)
Environmental Toxicology (environmental biology)Environmental Toxicology (environmental biology)
Environmental Toxicology (environmental biology)
 
Call Girls Service Nagpur Aditi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Aditi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Aditi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Aditi Call 7001035870 Meet With Nagpur Escorts
 
(DIYA) Call Girls Sinhagad Road ( 7001035870 ) HI-Fi Pune Escorts Service
(DIYA) Call Girls Sinhagad Road ( 7001035870 ) HI-Fi Pune Escorts Service(DIYA) Call Girls Sinhagad Road ( 7001035870 ) HI-Fi Pune Escorts Service
(DIYA) Call Girls Sinhagad Road ( 7001035870 ) HI-Fi Pune Escorts Service
 
webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...
webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...
webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...
 
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service
 
VIP Call Girls Saharanpur Aaradhya 8250192130 Independent Escort Service Saha...
VIP Call Girls Saharanpur Aaradhya 8250192130 Independent Escort Service Saha...VIP Call Girls Saharanpur Aaradhya 8250192130 Independent Escort Service Saha...
VIP Call Girls Saharanpur Aaradhya 8250192130 Independent Escort Service Saha...
 
young Whatsapp Call Girls in Delhi Cantt🔝 9953056974 🔝 escort service
young Whatsapp Call Girls in Delhi Cantt🔝 9953056974 🔝 escort serviceyoung Whatsapp Call Girls in Delhi Cantt🔝 9953056974 🔝 escort service
young Whatsapp Call Girls in Delhi Cantt🔝 9953056974 🔝 escort service
 
Sustainable Packaging
Sustainable PackagingSustainable Packaging
Sustainable Packaging
 
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000
 
Booking open Available Pune Call Girls Parvati Darshan 6297143586 Call Hot I...
Booking open Available Pune Call Girls Parvati Darshan  6297143586 Call Hot I...Booking open Available Pune Call Girls Parvati Darshan  6297143586 Call Hot I...
Booking open Available Pune Call Girls Parvati Darshan 6297143586 Call Hot I...
 
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...
 
(AISHA) Wagholi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(AISHA) Wagholi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(AISHA) Wagholi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(AISHA) Wagholi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
 
Call Girls In R.K. Puram 9953056974 Escorts ServiCe In Delhi Ncr
Call Girls In R.K. Puram 9953056974 Escorts ServiCe In Delhi NcrCall Girls In R.K. Puram 9953056974 Escorts ServiCe In Delhi Ncr
Call Girls In R.K. Puram 9953056974 Escorts ServiCe In Delhi Ncr
 
Mumbai Call Girls, 💞 Prity 9892124323, Navi Mumbai Call girls
Mumbai Call Girls, 💞  Prity 9892124323, Navi Mumbai Call girlsMumbai Call Girls, 💞  Prity 9892124323, Navi Mumbai Call girls
Mumbai Call Girls, 💞 Prity 9892124323, Navi Mumbai Call girls
 
Call Girls In Pratap Nagar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
Call Girls In Pratap Nagar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCeCall Girls In Pratap Nagar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
Call Girls In Pratap Nagar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
 

use in remote sensing in agriculture

  • 1. Credit Seminar Use of Remote Sensing In Agriculture HENA PARVEEN M. Sc (Ag), 3rd SAMESTER Department of Soil Science Rajendra Agricultual University, Pusa Samastipur, BIHAR
  • 2. Outline of Presentation  Remote Sensing and its principle  Land use planning  Soil monitoring  Crop monitoring and Damage assessment  Precision farming  Thematic map
  • 3. REMOTE SENSING Remote sensing is a method for getting information about different objects on the planet, without any physical contacts with it. Image Source: cimss.ssec.wisc.edu
  • 4. GIS  GIS is a computer based tool for mapping and analysing things that exist and events that happen on earth.  GIS operation requires two things – Computer system and Geographic data. Traditional GIS New GIS COMPUTER PLOTTER MAP TYPEWRITER
  • 5. GPS  GPS is a space-based satellite navigation system.  Provides location in term of Longitudinal, Latitudinal, Altitudinal and time information in all weather condition, anywhere on or near the Earth.
  • 6. How remote sensing satellites work  Scientists have developed sensors and cameras which can detect and record the energy transmitted from the surface of the earth. These cameras and sensors are placed aboard earth- orbiting satellites that record and transmit the data to receiving stations on the earth in digital form.  Technologists use computers and other devices to produce images that can be analysed and interpreted to obtain meaningful information on conditions on the earth.
  • 7.
  • 8. Energy Source or Illumination(A) Radiation and the Atmosphere(B) Interaction with the Target (C) Recording of Energy by the Sensor (D) Transmission, Reception, and Processing (E) Interpretation and Analysis (F) Application (G Elements of Remote Sensing
  • 9. Spectral signatures  According to the physics of remote sensing , different surface object return different amount of energy in different wavelength of the electromagnetic spectrum .  Detection and measurements of these energy called spectral signature enable identification of surface objects both from the airborne and from the spaceborne.
  • 10. Airborne vs Ground-based platforms:  Satellite and airborne platforms offer opportunities for rapid collection of data over large areas but not beyond surface soil horizons.  Ground-based sensors on vehicles can provide more information about the full soil profile.
  • 11.
  • 12. Land Use Land cover means any surface cover on the ground which can include vegetation, urban infrastructure, water, lake, mountain, transportation networks, buildings or any other. The attributes measured by remote sensing techniques relate to land cover.
  • 13. Land use / Land cover Mapping SCOPE • Monitoring dynamic changes • Urban/Rural infrastructure • Water logging & salinity BENEFITS • Assessment of spatial distribution of land resources • Infrastructure monitoring • Future planning for better land management for socio- economic development
  • 14.  Generated land use map using GIS technique which correlated with statistics of India and Punjab .  Area under broad land use/land cover categories CATEGORY INDIA PUNJAB AREA IN ( ha) % TGA AREA IN (ha) % TGA Built up land 1,39,13,772 4.34 3,88,734 7.72 Agricultural land 16,52,44,359 51.58 39,33,383 78.10 Forests 6,57,10,815 20.51 1,83,900 3.65 Water land 4,43,90,315 13.85 3,03,226 6.02 Water bodies 1,06,10,820 3.31 1,32,832 2.64 other 2,05,26,819 6.41 94,125 1.87 total 32,03,96,900 100.00 50,36,200 100.00
  • 15. Change inArea (%) under different categories of land use during 1973-1989 Land use classes TEHSILE DISTT. TOTAL Bathinda Talwandi Rampuraphul URBAN 75.3 69.6 70.0 73.2 RURAL 64.0 82.0 66.0 68.7 CROP LAND -1.46 -1.25 -1.36 -1.37 POND 33.0 71.0 60.4 49.0
  • 16. International Boundary Agriculture land Forest & Natural vegetation Rocky area Sand Salinit Snow Water bodies Waterlogged Land cover Mapping
  • 17. Normalized Difference Vegetation Index  The Remote sensing data is used extensively for large area vegetation monitoring.  NDVI is a mathematical quantity referring to a vegetation indices.  NDVI = (Near IR – Red)/(Near IR +Red). Range = -1 to +1  Clouds , water and snow have negative NDVI.  Soil and rock have a broadly similar reflectance giving NDVI close to ‘0’.  Only active vegetation has a positive NDVI about 0.1 to 0.6
  • 18. Non-Drought Drought NDVI is responsive to vegetation condition <0.5 = water 0.05-0.10= 0.10-0.16= 0.16-0.25= 0.26-0.33= 0.33-0.40= 0.41-0.58= 0.59-0.66= >0.66=
  • 19. Area under detailed land use/ land cover categories Category India PUNJAB Area in (ha) % TGA Area in (ha) % TGA Agriculture land Karif crop land 1205,86,769 3401258 Rabi crop land 763,00,445 3507019 Double cropped area 531,05,792 3095521 Net sown area 1437,81,426 44.88 3812756 75.75 Wasteland Salt affected 19,88,380 0.62 51979 1.03 Waterlogged 12,19,666 0.38 26614 0.53 Marshy/Swampy 8,23,876 0.26 36 Water bodies River/Stream 84,14,852 2.63 132831 2.64 Lake/Reservoir/Tank/ Canal 21,95,968 0.69
  • 20. Classification of area in Punjab (000 ha) CATEGORY YEARS 1970-71 1980-81 1990-91 1996-97 2001-02 Total Geog. area 5036 5036 5036 5036 5036 Forest area 123 216 222 288 281 Culturable waste 83 41 35 21 5 Uncultivated land 208 96 83 64 45 Net area sown 4053 4191 4218 4223 4268 Total cropped area 5678 6763 7502 7808 7941 Cropping intensity 140 161 178 185 186
  • 21. Soil Monitoring  Any effective soil monitoring scheme will take account of differences between soil types and their spatial distribution.  Remote sensing systems record electromagnetic radiation (EMR) that has been reflected or emitted from a target object. The physical and chemical characteristics of the object, and indeed the choice of wavelengths of EMR.
  • 22. The broad current requirements for soil monitoring that might be met by the use of remote sensing are as follows 1.Supporting data for development of adequate soil inventories, including: a. general physical and chemical properties b. landscape and land use data, e.g. terrain data 2. Information on soil quantities (on an area basis), that relate to soil threats, including the extent of a. erosion b. landslides c. soil organic carbon d. contamination e. salinity 3. Estimates of soil performance: a. biomass productivity b. hydrological performance, specifically flood occurrence
  • 23. Crop monitoring and Damage assessment  Remote sensing imagery also gives the required spatial overview of the land. Remote sensing can aid in identifying crops affected by conditions that are too dry or wet, affected by insect, weed or fungal infestations or weather related damage .  Detecting damage and monitoring crop health requires high-resolution, multi-spectral imagery and multi-temporal imaging capabilities.
  • 24. CROP MONITORING  Crop area estimation  Crop growth monitoring  Crop yield prediction Satellite image distribution for winter wheat monitoring
  • 26. PRECISION FARMING  Precision farming is also referred as site specific farming, Smart farming and GPS based farming.  The site specific application of input such as seed, fertilizer and crop protection chemicals has the potential to reduce input cost and maximize crop yield and benefit environment.  This can be done by new emerging information technology such as GPS, GIS, Remote Sensing.
  • 28. Thematic Map  A thematic map is especially designed to show a particular theme connected with a specific geographical area. It provides: (i) Specific information about particular location. (ii) General information about spatial patterns and . (iii)They can be used to compare patterns on two or more maps
  • 29. Digital Soil Mapping (DSM)  Is prepared using Geo-informatics technologies which involve: 1. Remote sensing. 2. Global positioning system (GPS) . 3. Geo-graphical information system (GIS)