SlideShare a Scribd company logo
BY: AYUSH MISHRA
Remote sensing is estimating an
object/phenomenon without being in physical
contact with it.
Remote sensing is a science/art that permits us
to obtain information about an object/a
phenomenon through analysis of data obtained
through sensory devices without being in
physical contact with that object.
 Assessment of disease over a vast area.
 To know the relationship of diseases and
environment.
 To know the origin and development of
epidemics.
 Quantitative assessment of the disease.
1. Aerial photography
2. Satellite remote sensing
 Aerial photography can detect objects on
land over a larger area.
 Colwell (1956) first used remote sensing
technique for monitoring stem rust of wheat.
 He showed that panchromatic colour and
especially infrared aerial photography could
be used to detect rusts and viral diseases of
small grains and certain diseases of citrus.
 Later, infrared photography was used in
England for late blight of potato.
 The key to distinguish diseased and healthy
parts of a crop is to use appropriate film or filter
combinations.
 The main film types used are panchromatic,
infrared, normal colour and colour infrared.
 The infrared films are preferred because of their
superior sensitivity to visible light and to near
infrared wavelengths of radiation (700-900 mμ).
 The colour infrared or Ektachrome Aero Infrared
(Camouflage Detection Film) is superior as it can
show the difference between diseased and
healthy patches of plants in colour.
The healthy foliage is highly reflective to the
infrared wavelengths and appears red on this
film whereas blighted or diseased foliage has
low infrared reflectance and does not appear
red in the photograph.
 Satellite imaging can be done by :-
1. Weather satellites
2. Earth resources technology satellites
(LANDSAT)
These satellites are mainly used to monitor
and show the movement of cyclone and
anticyclone. But we can also use this
technology in plant pathology to monitor
epidemic favouring systems.
Ex: The spread and deposition of stem rust
pathogen of wheat is influenced by definite
synoptic weather conditions called Indian
stem rust rules.
 LANDSAT covers the entire globe every 18
days scanning the same area at a fixed time.
 The scanned data is compared for any major
differences happened within 18 days.
 Nagarajan utilized LANDSAT infrared spectral
bands 6 (0.7-0.8μm) and 7 (0.8-1.1μm) to
differentiate healthy wheat crop of India and
severe yellow rust affected crop of Pakistan.
 Examples: Coconut root rot and wilt, black
stem rust of wheat, citrus canker
 Reveals pattern of disease incidence, intensity
and development over large area
 Data generated by remote sensing is
amenable to multidisciplinary approach
 Gives synoptic view of large areas
 Data generated is on a permanent scale and
is unbiased
 Data acquisition is fast compared to
traditional methods and data analyzed is
effectively utilized
 Satellite data (ERTS) obtains information of an
area periodically so that the information can
be updated
 It frequently poses questions for ground
investigators which cannot be generated by
ground parties

More Related Content

What's hot

ADVANCE TECHNIQUES FOR IDENTIFICATION OF SEED BORNE DISEASES
ADVANCE TECHNIQUES FOR IDENTIFICATION OF SEED BORNE DISEASESADVANCE TECHNIQUES FOR IDENTIFICATION OF SEED BORNE DISEASES
ADVANCE TECHNIQUES FOR IDENTIFICATION OF SEED BORNE DISEASES
siddusingadi
 
Presentation on Gene for Gene Hypothesis and Concept of Vertical and Horizont...
Presentation on Gene for Gene Hypothesis and Concept of Vertical and Horizont...Presentation on Gene for Gene Hypothesis and Concept of Vertical and Horizont...
Presentation on Gene for Gene Hypothesis and Concept of Vertical and Horizont...
Dr. Kaushik Kumar Panigrahi
 
GIS and GPS in plant pathology. vinay
GIS and GPS in plant pathology. vinayGIS and GPS in plant pathology. vinay
GIS and GPS in plant pathology. vinay
vinay ju
 
Quarantine regulation and impact of modern detection methods
Quarantine regulation and impact of modern detection methods Quarantine regulation and impact of modern detection methods
Quarantine regulation and impact of modern detection methods
N.H. Shankar Reddy
 
Emasculation and pollination in redgram
Emasculation and pollination in redgramEmasculation and pollination in redgram
Emasculation and pollination in redgram
Baskar Selvam
 
Epidemiology and plant disease forecasting
Epidemiology and plant disease forecastingEpidemiology and plant disease forecasting
Epidemiology and plant disease forecasting
NeelanjanaBarman
 
Gene for-gene hypothesis & its validty in the present scenario
Gene for-gene hypothesis & its validty in the present scenarioGene for-gene hypothesis & its validty in the present scenario
Gene for-gene hypothesis & its validty in the present scenario
Dr. Nimit Kumar
 
Late blight of potato
Late blight of potatoLate blight of potato
Late blight of potato
Dr. Rajbir Singh
 
Diseases of wheat
Diseases of wheatDiseases of wheat
Diseases of wheat
Arjun Rayamajhi
 
Seed borne diseases seminar
Seed borne diseases seminarSeed borne diseases seminar
Seed borne diseases seminar
kartoori sai santhosh
 
B.sc agri i paam unit 4 agricultural meteorology
B.sc agri i paam unit 4 agricultural meteorologyB.sc agri i paam unit 4 agricultural meteorology
B.sc agri i paam unit 4 agricultural meteorology
Rai University
 
Crop weed competition pdf
Crop weed competition pdfCrop weed competition pdf
Crop weed competition pdf
SHIVAJI SURYAVANSHI
 
Disease forcasting
Disease forcastingDisease forcasting
Disease forcasting
Shweta Patel
 
Papaya ring spot virus
Papaya ring spot virusPapaya ring spot virus
Ear cockle and yellow ear rot diseases of wheat
Ear cockle and yellow ear rot diseases of wheatEar cockle and yellow ear rot diseases of wheat
Ear cockle and yellow ear rot diseases of wheat
Jayantyadav94
 
Disease forecasting
Disease forecastingDisease forecasting
Disease forecasting
DrTSuthinRaj
 
Integrated Pest Managment
Integrated Pest ManagmentIntegrated Pest Managment
Integrated Pest Managment
Organic Training
 
Seed treatment
Seed treatmentSeed treatment
Seed treatment
Pushpinder Sharma
 
Ear cockle of wheat
Ear cockle of wheatEar cockle of wheat
Ear cockle of wheat
Salu Maharjan
 

What's hot (20)

ADVANCE TECHNIQUES FOR IDENTIFICATION OF SEED BORNE DISEASES
ADVANCE TECHNIQUES FOR IDENTIFICATION OF SEED BORNE DISEASESADVANCE TECHNIQUES FOR IDENTIFICATION OF SEED BORNE DISEASES
ADVANCE TECHNIQUES FOR IDENTIFICATION OF SEED BORNE DISEASES
 
Presentation on Gene for Gene Hypothesis and Concept of Vertical and Horizont...
Presentation on Gene for Gene Hypothesis and Concept of Vertical and Horizont...Presentation on Gene for Gene Hypothesis and Concept of Vertical and Horizont...
Presentation on Gene for Gene Hypothesis and Concept of Vertical and Horizont...
 
GIS and GPS in plant pathology. vinay
GIS and GPS in plant pathology. vinayGIS and GPS in plant pathology. vinay
GIS and GPS in plant pathology. vinay
 
PLANT DISEASE CONTROL
PLANT DISEASE CONTROLPLANT DISEASE CONTROL
PLANT DISEASE CONTROL
 
Quarantine regulation and impact of modern detection methods
Quarantine regulation and impact of modern detection methods Quarantine regulation and impact of modern detection methods
Quarantine regulation and impact of modern detection methods
 
Emasculation and pollination in redgram
Emasculation and pollination in redgramEmasculation and pollination in redgram
Emasculation and pollination in redgram
 
Epidemiology and plant disease forecasting
Epidemiology and plant disease forecastingEpidemiology and plant disease forecasting
Epidemiology and plant disease forecasting
 
Gene for-gene hypothesis & its validty in the present scenario
Gene for-gene hypothesis & its validty in the present scenarioGene for-gene hypothesis & its validty in the present scenario
Gene for-gene hypothesis & its validty in the present scenario
 
Late blight of potato
Late blight of potatoLate blight of potato
Late blight of potato
 
Diseases of wheat
Diseases of wheatDiseases of wheat
Diseases of wheat
 
Seed borne diseases seminar
Seed borne diseases seminarSeed borne diseases seminar
Seed borne diseases seminar
 
B.sc agri i paam unit 4 agricultural meteorology
B.sc agri i paam unit 4 agricultural meteorologyB.sc agri i paam unit 4 agricultural meteorology
B.sc agri i paam unit 4 agricultural meteorology
 
Crop weed competition pdf
Crop weed competition pdfCrop weed competition pdf
Crop weed competition pdf
 
Disease forcasting
Disease forcastingDisease forcasting
Disease forcasting
 
Papaya ring spot virus
Papaya ring spot virusPapaya ring spot virus
Papaya ring spot virus
 
Ear cockle and yellow ear rot diseases of wheat
Ear cockle and yellow ear rot diseases of wheatEar cockle and yellow ear rot diseases of wheat
Ear cockle and yellow ear rot diseases of wheat
 
Disease forecasting
Disease forecastingDisease forecasting
Disease forecasting
 
Integrated Pest Managment
Integrated Pest ManagmentIntegrated Pest Managment
Integrated Pest Managment
 
Seed treatment
Seed treatmentSeed treatment
Seed treatment
 
Ear cockle of wheat
Ear cockle of wheatEar cockle of wheat
Ear cockle of wheat
 

Similar to Remote sensing APPLICATIONS IN PLANT PATHOLOGY.

A Picture Is Worth A Thousand Words
A Picture Is Worth A Thousand WordsA Picture Is Worth A Thousand Words
A Picture Is Worth A Thousand Words
Joe Andelija
 
Remote sensing and GIS- role in IPM
Remote sensing and GIS- role in IPM Remote sensing and GIS- role in IPM
Remote sensing and GIS- role in IPM srikala musku
 
remote sensing and GIS -role in pest managment
remote sensing and GIS -role in pest managmentremote sensing and GIS -role in pest managment
remote sensing and GIS -role in pest managment
Inder15
 
AUTOMATED SYSTEM FOR PLANT DISEASE DIAGNOSIS BY USING IMAGE PROCESSING
AUTOMATED SYSTEM FOR PLANT DISEASE DIAGNOSIS BY USING IMAGE PROCESSINGAUTOMATED SYSTEM FOR PLANT DISEASE DIAGNOSIS BY USING IMAGE PROCESSING
AUTOMATED SYSTEM FOR PLANT DISEASE DIAGNOSIS BY USING IMAGE PROCESSING
VigneshVikki10
 
Automated system for plant disease diagnosis by using image processing
Automated system for plant disease diagnosis by using image processingAutomated system for plant disease diagnosis by using image processing
Automated system for plant disease diagnosis by using image processing
VigneshVikki10
 
Remote sensing agriculture
Remote sensing agricultureRemote sensing agriculture
Remote sensing agriculture
Slovenian Plant Protection
 
Uses of radiation to man
Uses of radiation to manUses of radiation to man
Uses of radiation to man
Cephas Agbagba
 
Remote sensing and application by Nikhil Pakwanne
Remote sensing and application by Nikhil PakwanneRemote sensing and application by Nikhil Pakwanne
Remote sensing and application by Nikhil PakwanneNIKHIL PAKWANNE
 
Remote sensing in fruit crops
Remote sensing in fruit cropsRemote sensing in fruit crops
Remote sensing in fruit crops
Vijay Rakesh Reddy S
 
Report
ReportReport
Report
ALIN BABU
 
Types of Remote Sensing.pdf
Types of Remote Sensing.pdfTypes of Remote Sensing.pdf
Types of Remote Sensing.pdf
UjjwalSubedi8
 
Introduction to Remote Sensing
Introduction to Remote SensingIntroduction to Remote Sensing
Introduction to Remote Sensing
Malla Reddy University
 
rsgis-unitii-160731062950.pdf
rsgis-unitii-160731062950.pdfrsgis-unitii-160731062950.pdf
rsgis-unitii-160731062950.pdf
BSuresh26
 
REMOTE SENSING
REMOTE SENSINGREMOTE SENSING
REMOTE SENSING
ijsrd.com
 
Remote Sensing Applications in Agriculture in Pakistan
Remote Sensing Applications in Agriculture in PakistanRemote Sensing Applications in Agriculture in Pakistan
Remote Sensing Applications in Agriculture in Pakistan
Ghulam Asghar
 
TEMPORAL AND SPATIAL VARIABILITY IN PLANT PATHOENS.pptx
TEMPORAL AND SPATIAL VARIABILITY IN PLANT PATHOENS.pptxTEMPORAL AND SPATIAL VARIABILITY IN PLANT PATHOENS.pptx
TEMPORAL AND SPATIAL VARIABILITY IN PLANT PATHOENS.pptx
sunilsuriya1
 
Aerospace and remote sensing
Aerospace and remote sensingAerospace and remote sensing
Aerospace and remote sensing
RIMT UNIVERSITY
 
Application of spectral remote sensing in agronomic decision by Dr.V.Harihara...
Application of spectral remote sensing in agronomic decision by Dr.V.Harihara...Application of spectral remote sensing in agronomic decision by Dr.V.Harihara...
Application of spectral remote sensing in agronomic decision by Dr.V.Harihara...
Hari Hariharasudhan
 
Remote sensing
Remote sensingRemote sensing
Remote sensing
Anand Choudhary
 

Similar to Remote sensing APPLICATIONS IN PLANT PATHOLOGY. (20)

A Picture Is Worth A Thousand Words
A Picture Is Worth A Thousand WordsA Picture Is Worth A Thousand Words
A Picture Is Worth A Thousand Words
 
Remote sensing and GIS- role in IPM
Remote sensing and GIS- role in IPM Remote sensing and GIS- role in IPM
Remote sensing and GIS- role in IPM
 
remote sensing and GIS -role in pest managment
remote sensing and GIS -role in pest managmentremote sensing and GIS -role in pest managment
remote sensing and GIS -role in pest managment
 
AUTOMATED SYSTEM FOR PLANT DISEASE DIAGNOSIS BY USING IMAGE PROCESSING
AUTOMATED SYSTEM FOR PLANT DISEASE DIAGNOSIS BY USING IMAGE PROCESSINGAUTOMATED SYSTEM FOR PLANT DISEASE DIAGNOSIS BY USING IMAGE PROCESSING
AUTOMATED SYSTEM FOR PLANT DISEASE DIAGNOSIS BY USING IMAGE PROCESSING
 
Automated system for plant disease diagnosis by using image processing
Automated system for plant disease diagnosis by using image processingAutomated system for plant disease diagnosis by using image processing
Automated system for plant disease diagnosis by using image processing
 
Remote sensing agriculture
Remote sensing agricultureRemote sensing agriculture
Remote sensing agriculture
 
Uses of radiation to man
Uses of radiation to manUses of radiation to man
Uses of radiation to man
 
Remote sensing and application by Nikhil Pakwanne
Remote sensing and application by Nikhil PakwanneRemote sensing and application by Nikhil Pakwanne
Remote sensing and application by Nikhil Pakwanne
 
Remote sensing in fruit crops
Remote sensing in fruit cropsRemote sensing in fruit crops
Remote sensing in fruit crops
 
Report
ReportReport
Report
 
Types of Remote Sensing.pdf
Types of Remote Sensing.pdfTypes of Remote Sensing.pdf
Types of Remote Sensing.pdf
 
Introduction to Remote Sensing
Introduction to Remote SensingIntroduction to Remote Sensing
Introduction to Remote Sensing
 
rsgis-unitii-160731062950.pdf
rsgis-unitii-160731062950.pdfrsgis-unitii-160731062950.pdf
rsgis-unitii-160731062950.pdf
 
Remote Sensing
Remote SensingRemote Sensing
Remote Sensing
 
REMOTE SENSING
REMOTE SENSINGREMOTE SENSING
REMOTE SENSING
 
Remote Sensing Applications in Agriculture in Pakistan
Remote Sensing Applications in Agriculture in PakistanRemote Sensing Applications in Agriculture in Pakistan
Remote Sensing Applications in Agriculture in Pakistan
 
TEMPORAL AND SPATIAL VARIABILITY IN PLANT PATHOENS.pptx
TEMPORAL AND SPATIAL VARIABILITY IN PLANT PATHOENS.pptxTEMPORAL AND SPATIAL VARIABILITY IN PLANT PATHOENS.pptx
TEMPORAL AND SPATIAL VARIABILITY IN PLANT PATHOENS.pptx
 
Aerospace and remote sensing
Aerospace and remote sensingAerospace and remote sensing
Aerospace and remote sensing
 
Application of spectral remote sensing in agronomic decision by Dr.V.Harihara...
Application of spectral remote sensing in agronomic decision by Dr.V.Harihara...Application of spectral remote sensing in agronomic decision by Dr.V.Harihara...
Application of spectral remote sensing in agronomic decision by Dr.V.Harihara...
 
Remote sensing
Remote sensingRemote sensing
Remote sensing
 

More from Ayush Mishra

MONITORING & EVALUATION OF EXTENSION PROGRAMMES
MONITORING & EVALUATION OF EXTENSION PROGRAMMESMONITORING & EVALUATION OF EXTENSION PROGRAMMES
MONITORING & EVALUATION OF EXTENSION PROGRAMMES
Ayush Mishra
 
RESERVE BANK OF INDIA (RBI)
RESERVE BANK OF INDIA (RBI)RESERVE BANK OF INDIA (RBI)
RESERVE BANK OF INDIA (RBI)
Ayush Mishra
 
COCONUT: HARVESTING, POST HARVESTING AND BY-PRODUCTS.
COCONUT: HARVESTING, POST HARVESTING AND BY-PRODUCTS.COCONUT: HARVESTING, POST HARVESTING AND BY-PRODUCTS.
COCONUT: HARVESTING, POST HARVESTING AND BY-PRODUCTS.
Ayush Mishra
 
DNA REPLICATION AND REPAIR
DNA REPLICATION AND REPAIRDNA REPLICATION AND REPAIR
DNA REPLICATION AND REPAIR
Ayush Mishra
 
INTERNATIONAL MONETARY FUND
INTERNATIONAL MONETARY FUNDINTERNATIONAL MONETARY FUND
INTERNATIONAL MONETARY FUND
Ayush Mishra
 
Chilling and heat Unit requirements for horticultural crops
Chilling and heat Unit requirements for horticultural cropsChilling and heat Unit requirements for horticultural crops
Chilling and heat Unit requirements for horticultural crops
Ayush Mishra
 
INVITRO CULTURE: TECHNIQUES, APPLICATIOSNS & ACHIEVEMENTS
INVITRO CULTURE: TECHNIQUES, APPLICATIOSNS & ACHIEVEMENTSINVITRO CULTURE: TECHNIQUES, APPLICATIOSNS & ACHIEVEMENTS
INVITRO CULTURE: TECHNIQUES, APPLICATIOSNS & ACHIEVEMENTS
Ayush Mishra
 
EXTENSION TEACHING METHODS AND MASS COMMUNICATION
EXTENSION TEACHING METHODS AND MASS COMMUNICATIONEXTENSION TEACHING METHODS AND MASS COMMUNICATION
EXTENSION TEACHING METHODS AND MASS COMMUNICATION
Ayush Mishra
 
NEONICOTINOIDS & ITS EFFECT ON HONEY BEES
NEONICOTINOIDS & ITS EFFECT ON HONEY BEESNEONICOTINOIDS & ITS EFFECT ON HONEY BEES
NEONICOTINOIDS & ITS EFFECT ON HONEY BEES
Ayush Mishra
 
COLD STORAHE AND COLD SUPPLY CHAIN MANAGEMENT OF HORTICULTURAL CROPS
COLD STORAHE AND COLD SUPPLY CHAIN MANAGEMENT OF HORTICULTURAL CROPSCOLD STORAHE AND COLD SUPPLY CHAIN MANAGEMENT OF HORTICULTURAL CROPS
COLD STORAHE AND COLD SUPPLY CHAIN MANAGEMENT OF HORTICULTURAL CROPS
Ayush Mishra
 
Cocoa
CocoaCocoa
Masters seminar on Privatization of Agricultural Extension Services.
Masters seminar on Privatization of Agricultural Extension Services.Masters seminar on Privatization of Agricultural Extension Services.
Masters seminar on Privatization of Agricultural Extension Services.
Ayush Mishra
 

More from Ayush Mishra (12)

MONITORING & EVALUATION OF EXTENSION PROGRAMMES
MONITORING & EVALUATION OF EXTENSION PROGRAMMESMONITORING & EVALUATION OF EXTENSION PROGRAMMES
MONITORING & EVALUATION OF EXTENSION PROGRAMMES
 
RESERVE BANK OF INDIA (RBI)
RESERVE BANK OF INDIA (RBI)RESERVE BANK OF INDIA (RBI)
RESERVE BANK OF INDIA (RBI)
 
COCONUT: HARVESTING, POST HARVESTING AND BY-PRODUCTS.
COCONUT: HARVESTING, POST HARVESTING AND BY-PRODUCTS.COCONUT: HARVESTING, POST HARVESTING AND BY-PRODUCTS.
COCONUT: HARVESTING, POST HARVESTING AND BY-PRODUCTS.
 
DNA REPLICATION AND REPAIR
DNA REPLICATION AND REPAIRDNA REPLICATION AND REPAIR
DNA REPLICATION AND REPAIR
 
INTERNATIONAL MONETARY FUND
INTERNATIONAL MONETARY FUNDINTERNATIONAL MONETARY FUND
INTERNATIONAL MONETARY FUND
 
Chilling and heat Unit requirements for horticultural crops
Chilling and heat Unit requirements for horticultural cropsChilling and heat Unit requirements for horticultural crops
Chilling and heat Unit requirements for horticultural crops
 
INVITRO CULTURE: TECHNIQUES, APPLICATIOSNS & ACHIEVEMENTS
INVITRO CULTURE: TECHNIQUES, APPLICATIOSNS & ACHIEVEMENTSINVITRO CULTURE: TECHNIQUES, APPLICATIOSNS & ACHIEVEMENTS
INVITRO CULTURE: TECHNIQUES, APPLICATIOSNS & ACHIEVEMENTS
 
EXTENSION TEACHING METHODS AND MASS COMMUNICATION
EXTENSION TEACHING METHODS AND MASS COMMUNICATIONEXTENSION TEACHING METHODS AND MASS COMMUNICATION
EXTENSION TEACHING METHODS AND MASS COMMUNICATION
 
NEONICOTINOIDS & ITS EFFECT ON HONEY BEES
NEONICOTINOIDS & ITS EFFECT ON HONEY BEESNEONICOTINOIDS & ITS EFFECT ON HONEY BEES
NEONICOTINOIDS & ITS EFFECT ON HONEY BEES
 
COLD STORAHE AND COLD SUPPLY CHAIN MANAGEMENT OF HORTICULTURAL CROPS
COLD STORAHE AND COLD SUPPLY CHAIN MANAGEMENT OF HORTICULTURAL CROPSCOLD STORAHE AND COLD SUPPLY CHAIN MANAGEMENT OF HORTICULTURAL CROPS
COLD STORAHE AND COLD SUPPLY CHAIN MANAGEMENT OF HORTICULTURAL CROPS
 
Cocoa
CocoaCocoa
Cocoa
 
Masters seminar on Privatization of Agricultural Extension Services.
Masters seminar on Privatization of Agricultural Extension Services.Masters seminar on Privatization of Agricultural Extension Services.
Masters seminar on Privatization of Agricultural Extension Services.
 

Recently uploaded

FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdfFIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Ramesh Iyer
 
Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...
Product School
 
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
Product School
 
UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3
DianaGray10
 
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Albert Hoitingh
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
Ana-Maria Mihalceanu
 
Designing Great Products: The Power of Design and Leadership by Chief Designe...
Designing Great Products: The Power of Design and Leadership by Chief Designe...Designing Great Products: The Power of Design and Leadership by Chief Designe...
Designing Great Products: The Power of Design and Leadership by Chief Designe...
Product School
 
Elevating Tactical DDD Patterns Through Object Calisthenics
Elevating Tactical DDD Patterns Through Object CalisthenicsElevating Tactical DDD Patterns Through Object Calisthenics
Elevating Tactical DDD Patterns Through Object Calisthenics
Dorra BARTAGUIZ
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
Laura Byrne
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Thierry Lestable
 
How world-class product teams are winning in the AI era by CEO and Founder, P...
How world-class product teams are winning in the AI era by CEO and Founder, P...How world-class product teams are winning in the AI era by CEO and Founder, P...
How world-class product teams are winning in the AI era by CEO and Founder, P...
Product School
 
DevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA ConnectDevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA Connect
Kari Kakkonen
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance
 
Key Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdfKey Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdf
Cheryl Hung
 
Leading Change strategies and insights for effective change management pdf 1.pdf
Leading Change strategies and insights for effective change management pdf 1.pdfLeading Change strategies and insights for effective change management pdf 1.pdf
Leading Change strategies and insights for effective change management pdf 1.pdf
OnBoard
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
Sri Ambati
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
Guy Korland
 
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualitySoftware Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Inflectra
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Product School
 

Recently uploaded (20)

FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdfFIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
 
Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...
 
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
 
UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3
 
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
 
Designing Great Products: The Power of Design and Leadership by Chief Designe...
Designing Great Products: The Power of Design and Leadership by Chief Designe...Designing Great Products: The Power of Design and Leadership by Chief Designe...
Designing Great Products: The Power of Design and Leadership by Chief Designe...
 
Elevating Tactical DDD Patterns Through Object Calisthenics
Elevating Tactical DDD Patterns Through Object CalisthenicsElevating Tactical DDD Patterns Through Object Calisthenics
Elevating Tactical DDD Patterns Through Object Calisthenics
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
 
How world-class product teams are winning in the AI era by CEO and Founder, P...
How world-class product teams are winning in the AI era by CEO and Founder, P...How world-class product teams are winning in the AI era by CEO and Founder, P...
How world-class product teams are winning in the AI era by CEO and Founder, P...
 
DevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA ConnectDevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA Connect
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
 
Key Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdfKey Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdf
 
Leading Change strategies and insights for effective change management pdf 1.pdf
Leading Change strategies and insights for effective change management pdf 1.pdfLeading Change strategies and insights for effective change management pdf 1.pdf
Leading Change strategies and insights for effective change management pdf 1.pdf
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
 
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualitySoftware Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
 

Remote sensing APPLICATIONS IN PLANT PATHOLOGY.

  • 2. Remote sensing is estimating an object/phenomenon without being in physical contact with it. Remote sensing is a science/art that permits us to obtain information about an object/a phenomenon through analysis of data obtained through sensory devices without being in physical contact with that object.
  • 3.  Assessment of disease over a vast area.  To know the relationship of diseases and environment.  To know the origin and development of epidemics.  Quantitative assessment of the disease.
  • 4. 1. Aerial photography 2. Satellite remote sensing
  • 5.  Aerial photography can detect objects on land over a larger area.  Colwell (1956) first used remote sensing technique for monitoring stem rust of wheat.  He showed that panchromatic colour and especially infrared aerial photography could be used to detect rusts and viral diseases of small grains and certain diseases of citrus.  Later, infrared photography was used in England for late blight of potato.
  • 6.  The key to distinguish diseased and healthy parts of a crop is to use appropriate film or filter combinations.  The main film types used are panchromatic, infrared, normal colour and colour infrared.  The infrared films are preferred because of their superior sensitivity to visible light and to near infrared wavelengths of radiation (700-900 mμ).  The colour infrared or Ektachrome Aero Infrared (Camouflage Detection Film) is superior as it can show the difference between diseased and healthy patches of plants in colour.
  • 7. The healthy foliage is highly reflective to the infrared wavelengths and appears red on this film whereas blighted or diseased foliage has low infrared reflectance and does not appear red in the photograph.
  • 8.
  • 9.  Satellite imaging can be done by :- 1. Weather satellites 2. Earth resources technology satellites (LANDSAT)
  • 10. These satellites are mainly used to monitor and show the movement of cyclone and anticyclone. But we can also use this technology in plant pathology to monitor epidemic favouring systems. Ex: The spread and deposition of stem rust pathogen of wheat is influenced by definite synoptic weather conditions called Indian stem rust rules.
  • 11.
  • 12.  LANDSAT covers the entire globe every 18 days scanning the same area at a fixed time.  The scanned data is compared for any major differences happened within 18 days.  Nagarajan utilized LANDSAT infrared spectral bands 6 (0.7-0.8μm) and 7 (0.8-1.1μm) to differentiate healthy wheat crop of India and severe yellow rust affected crop of Pakistan.  Examples: Coconut root rot and wilt, black stem rust of wheat, citrus canker
  • 13.
  • 14.  Reveals pattern of disease incidence, intensity and development over large area  Data generated by remote sensing is amenable to multidisciplinary approach  Gives synoptic view of large areas  Data generated is on a permanent scale and is unbiased  Data acquisition is fast compared to traditional methods and data analyzed is effectively utilized
  • 15.  Satellite data (ERTS) obtains information of an area periodically so that the information can be updated  It frequently poses questions for ground investigators which cannot be generated by ground parties