SlideShare uma empresa Scribd logo
1 de 11
USE OF REMOTE SENSING AND GIS FOR
MONITORING VECTOR-BORNE DISEASES
M.Janaki
M.Tech (Geoinformatics)
I year
Reg.No: 3318201
INTRODUCTION
 Vector-Borne diseases like Malaria, Dengue,
Chikungunya, Japanese Encephalitis are serious
problems for the developing worlds like Asia, Africa
and South America.
 How modern technology like remote sensing GIS is
used in identification of environmental factors
which affect the spread of vector-borne diseases.
OBJECTIVE
• To do epidemiological and ecological study to
determine the effect of temperature, rainfall, humidity,
forest cover and water bodies on the occurrence of
vector-borne diseases.
 To produce to risk map to predict and control the
occurrence of diseases.
 To use the latest technological advances like remote
sensing and GIS for risk assessment and diseases
prevention and to promote overall healthcare.
METHODOLOGY
 Multiple Linear Regression analysis using backward
elimination method was done to determine the
predictor variables affecting the presence and the
incidence of malaria.
 For disease mapping or prediction geostatistical or
variogram approaches are used.
 They have suggested usage of ordinary kriging to
interpolate disease prevalence as recorded values at
known locations.
 This paper discusses RADARSAT – 1 image for malarial
risk mapping and advantages of using RADARSAT-2 in
future.
DATABASE
 Malarial case data were collected from the Directorate of Health
through various PHCs.
 Malarial positive cases were collected from 70 PHCs randomly
distributed on rural areas and for 4 urban areas (Salem, Mettur,
Attur and Edappadi).
 Villages with PHCs recorded with malarial cases were imported
into Mapinfo 6.0 to prepare thematic maps.
 Monthly meteorological data such as temperature, humidity and
rainfall of the study are collected from Department of
Meteorology, GOI.
 Forest, vegetation cover and water bodies corresponding to the
study are were extracted from IRS 1C LISS III remotely-sensed
images.
 Satellite data from RADARSAT-1 for coastal Kenya.
RESULTS
 In the first journal, the results show how temperature,
humidity, rainfall, vegetation cover and water bodies affect
the occurrence of malaria in the study area. They have
produced a prediction model which provides a detailed
mapping of high, medium and low incidence areas in Salem.
This map could be used for prediction and control of
malarial occurrences.
 In the third article, the results show the potential advantage
of radar remote sensing for classifying land covers
specifically as environmental variables relate to malaria
vector-breeding grounds. Radars are better suited because
of its capacity to penetrate clouds and haze and to image
both during day and night.
CONCLUSION
 From the three articles which were referred to we can understand
the effect of environmental factors like rainfall, humidity,
vegetation cover and water bodies on the occurrence of vector-
borne diseases especially malaria.
 We can also understand how remote sensing and GIS could be
used for risk mapping and prediction and promotion of health.
 We can also infer the advantage of using radar images as they
can be used under all weathers and not affected by presence of
clouds or haze.
 Finally, all this helps us understand how we can produce a risk
map of a particular study are for vector-borne diseases and how
this risk map could be used for prediction and prevention and
overall planning of disease control.
REFERENCES
 Use of Remote Sensing and GIS for monitoring Environmental factors associated
with Vector-Borne Disease [Indian Geographic Journal, June and December 2006,
Volume 81(1&2) ISSN 0019 – 4824 page number 47 – 60] (By M. Prasahanthi Devi
and Balasubramanian, Department of Environmental Sciences, Bharathiar
University, Coimbatore, India and B.Manickam, ISRO Head Quarters, Bangalore,
India).
 Spatial Temporal Analysis of Vector- Borne Diseases in Mysore District
[International Journal of Life Sciences, Vol.2 N.12013 pages 43 – 52 ISSN: 2227 –
193X] (By Minutha. V and Subhash.S.Sanasiddanannavar, Department of
Geography University of Mysore)
 Monitoring environmental indicators of Vector-Borne disease from space: a new
opportunity for RADARSAT – 2 [Canadian Journal of Remote Sensing, Vol. 30, No.3
pages: 560 – 565, 2004] (By S.Kaya, J. Sokol and T.J. Pultz).
 International conference on Globalisation and Sustainable Development
perspective of Digital Revolution and Environmental Management. [Aug 2002,
Vol.1 page : 23 – 25]
THANK YOU

Mais conteúdo relacionado

Mais procurados

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
 
Gis in disaster managemant
Gis  in disaster managemantGis  in disaster managemant
Gis in disaster managemantnisarg gandhi
 
Application of remote sensing
Application of remote sensingApplication of remote sensing
Application of remote sensingAnurag Kumar
 
Remote Sensing and GIS for Natural Hazards Assessment and Disaster Risk Manag...
Remote Sensing and GIS for Natural Hazards Assessment and Disaster Risk Manag...Remote Sensing and GIS for Natural Hazards Assessment and Disaster Risk Manag...
Remote Sensing and GIS for Natural Hazards Assessment and Disaster Risk Manag...Cees van Westen
 
APPLICATIONS OF REMOTE SENSING AND GIS IN WATERSHED MANAGEMENT
APPLICATIONS OF REMOTE SENSING AND GIS IN WATERSHED MANAGEMENTAPPLICATIONS OF REMOTE SENSING AND GIS IN WATERSHED MANAGEMENT
APPLICATIONS OF REMOTE SENSING AND GIS IN WATERSHED MANAGEMENTSriram Chakravarthy
 
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
Remote sensingRemote sensing
Remote sensingKU Leuven
 
Disaster Management in Taiwan by using GIS technology.
Disaster Management in Taiwan by using GIS technology.Disaster Management in Taiwan by using GIS technology.
Disaster Management in Taiwan by using GIS technology.Pankaj Saini
 
International health regulation
International health regulationInternational health regulation
International health regulationshefali jain
 
Basics of remote sensing, pk mani
Basics of remote sensing, pk maniBasics of remote sensing, pk mani
Basics of remote sensing, pk maniP.K. Mani
 

Mais procurados (20)

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
 
Introduction to Health GIS
Introduction  to Health GIS Introduction  to Health GIS
Introduction to Health GIS
 
Gis in disaster managemant
Gis  in disaster managemantGis  in disaster managemant
Gis in disaster managemant
 
Optical remote sensing
Optical remote sensingOptical remote sensing
Optical remote sensing
 
Gis dr rahul
Gis dr rahulGis dr rahul
Gis dr rahul
 
Application of remote sensing
Application of remote sensingApplication of remote sensing
Application of remote sensing
 
Remote Sensing and GIS for Natural Hazards Assessment and Disaster Risk Manag...
Remote Sensing and GIS for Natural Hazards Assessment and Disaster Risk Manag...Remote Sensing and GIS for Natural Hazards Assessment and Disaster Risk Manag...
Remote Sensing and GIS for Natural Hazards Assessment and Disaster Risk Manag...
 
APPLICATIONS OF REMOTE SENSING AND GIS IN WATERSHED MANAGEMENT
APPLICATIONS OF REMOTE SENSING AND GIS IN WATERSHED MANAGEMENTAPPLICATIONS OF REMOTE SENSING AND GIS IN WATERSHED MANAGEMENT
APPLICATIONS OF REMOTE SENSING AND GIS IN WATERSHED MANAGEMENT
 
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
Remote sensingRemote sensing
Remote sensing
 
Disaster Management in Taiwan by using GIS technology.
Disaster Management in Taiwan by using GIS technology.Disaster Management in Taiwan by using GIS technology.
Disaster Management in Taiwan by using GIS technology.
 
Geography of health and environment
Geography of health and environmentGeography of health and environment
Geography of health and environment
 
DTM
DTMDTM
DTM
 
Air Quality Mapping Using GIS
Air Quality Mapping Using GISAir Quality Mapping Using GIS
Air Quality Mapping Using GIS
 
International health regulation
International health regulationInternational health regulation
International health regulation
 
Basics of remote sensing, pk mani
Basics of remote sensing, pk maniBasics of remote sensing, pk mani
Basics of remote sensing, pk mani
 
History of gis
History of gisHistory of gis
History of gis
 
GIS in Health
GIS in HealthGIS in Health
GIS in Health
 
Remote sensing and gis env bio
Remote sensing and gis  env bioRemote sensing and gis  env bio
Remote sensing and gis env bio
 
GIS IN DISASTER MANAGEMENT
GIS IN DISASTER MANAGEMENTGIS IN DISASTER MANAGEMENT
GIS IN DISASTER MANAGEMENT
 

Semelhante a Remote sensing and gis for monitoring vector borne diseases

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 managmentInder15
 
Identifying Malaria Hazard Areas Using GIS and Multi Criteria: The Case Study...
Identifying Malaria Hazard Areas Using GIS and Multi Criteria: The Case Study...Identifying Malaria Hazard Areas Using GIS and Multi Criteria: The Case Study...
Identifying Malaria Hazard Areas Using GIS and Multi Criteria: The Case Study...Premier Publishers
 
Remote Sensing Health Assessment
Remote Sensing Health AssessmentRemote Sensing Health Assessment
Remote Sensing Health AssessmentJessie Wang
 
Characterization of Diatraea saccharalis in Sugarcane (Saccharum officinarum)...
Characterization of Diatraea saccharalis in Sugarcane (Saccharum officinarum)...Characterization of Diatraea saccharalis in Sugarcane (Saccharum officinarum)...
Characterization of Diatraea saccharalis in Sugarcane (Saccharum officinarum)...Agriculture Journal IJOEAR
 
Spatial risk assessment of Rift Valley Fever potential outbreaks using a vect...
Spatial risk assessment of Rift Valley Fever potential outbreaks using a vect...Spatial risk assessment of Rift Valley Fever potential outbreaks using a vect...
Spatial risk assessment of Rift Valley Fever potential outbreaks using a vect...Nanyingi Mark
 
Monitoring haze phenomenon and its effect on haze borne diseases
Monitoring haze phenomenon and its effect on haze borne diseasesMonitoring haze phenomenon and its effect on haze borne diseases
Monitoring haze phenomenon and its effect on haze borne diseasesConference Papers
 
INTEGRATION OF REMOTE SENSING DATA WITH GEOGRAPHIC INFORMATION SYSTEM (GIS): ...
INTEGRATION OF REMOTE SENSING DATA WITH GEOGRAPHIC INFORMATION SYSTEM (GIS): ...INTEGRATION OF REMOTE SENSING DATA WITH GEOGRAPHIC INFORMATION SYSTEM (GIS): ...
INTEGRATION OF REMOTE SENSING DATA WITH GEOGRAPHIC INFORMATION SYSTEM (GIS): ...ijmpict
 
remote sensing in agriculture
remote sensing in agricultureremote sensing in agriculture
remote sensing in agricultureveerendra manduri
 
TRACKING ANALYSIS OF HURRICANE GONZALO USING AIRBORNE MICROWAVE RADIOMETER
TRACKING ANALYSIS OF HURRICANE GONZALO USING AIRBORNE MICROWAVE RADIOMETERTRACKING ANALYSIS OF HURRICANE GONZALO USING AIRBORNE MICROWAVE RADIOMETER
TRACKING ANALYSIS OF HURRICANE GONZALO USING AIRBORNE MICROWAVE RADIOMETERjmicro
 
DISASTER PREDICTION
DISASTER PREDICTIONDISASTER PREDICTION
DISASTER PREDICTIONLibcorpio
 
On the performance analysis of rainfall prediction using mutual information...
  On the performance analysis of rainfall prediction using mutual information...  On the performance analysis of rainfall prediction using mutual information...
On the performance analysis of rainfall prediction using mutual information...IJECEIAES
 
UP691938 FInished Report
UP691938 FInished ReportUP691938 FInished Report
UP691938 FInished ReportKatie Acton
 
Presentation_Dr.Milanjit_RS.pptx for quality
Presentation_Dr.Milanjit_RS.pptx for qualityPresentation_Dr.Milanjit_RS.pptx for quality
Presentation_Dr.Milanjit_RS.pptx for qualityPriyankaKotoky1
 
GPS & ArcGIS for mapping of communicable diseases-1.pptx
GPS & ArcGIS for mapping of communicable diseases-1.pptxGPS & ArcGIS for mapping of communicable diseases-1.pptx
GPS & ArcGIS for mapping of communicable diseases-1.pptxMubarraAzam
 
Computer model for tsunami vulnerability using sentinel 2A and SRTM images op...
Computer model for tsunami vulnerability using sentinel 2A and SRTM images op...Computer model for tsunami vulnerability using sentinel 2A and SRTM images op...
Computer model for tsunami vulnerability using sentinel 2A and SRTM images op...journalBEEI
 
Global View of Health and Air Quality at NASA - Coping with the impacts of dr...
Global View of Health and Air Quality at NASA - Coping with the impacts of dr...Global View of Health and Air Quality at NASA - Coping with the impacts of dr...
Global View of Health and Air Quality at NASA - Coping with the impacts of dr...Daugherty Water for Food Global Institute
 

Semelhante a Remote sensing and gis for monitoring vector borne diseases (20)

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
 
Flood Inundated Agricultural Damage and Loss Assessment Using Earth Observati...
Flood Inundated Agricultural Damage and Loss Assessment Using Earth Observati...Flood Inundated Agricultural Damage and Loss Assessment Using Earth Observati...
Flood Inundated Agricultural Damage and Loss Assessment Using Earth Observati...
 
Identifying Malaria Hazard Areas Using GIS and Multi Criteria: The Case Study...
Identifying Malaria Hazard Areas Using GIS and Multi Criteria: The Case Study...Identifying Malaria Hazard Areas Using GIS and Multi Criteria: The Case Study...
Identifying Malaria Hazard Areas Using GIS and Multi Criteria: The Case Study...
 
Mohsin final seminar
Mohsin final seminarMohsin final seminar
Mohsin final seminar
 
Remote Sensing Health Assessment
Remote Sensing Health AssessmentRemote Sensing Health Assessment
Remote Sensing Health Assessment
 
Characterization of Diatraea saccharalis in Sugarcane (Saccharum officinarum)...
Characterization of Diatraea saccharalis in Sugarcane (Saccharum officinarum)...Characterization of Diatraea saccharalis in Sugarcane (Saccharum officinarum)...
Characterization of Diatraea saccharalis in Sugarcane (Saccharum officinarum)...
 
Spatial risk assessment of Rift Valley Fever potential outbreaks using a vect...
Spatial risk assessment of Rift Valley Fever potential outbreaks using a vect...Spatial risk assessment of Rift Valley Fever potential outbreaks using a vect...
Spatial risk assessment of Rift Valley Fever potential outbreaks using a vect...
 
Monitoring haze phenomenon and its effect on haze borne diseases
Monitoring haze phenomenon and its effect on haze borne diseasesMonitoring haze phenomenon and its effect on haze borne diseases
Monitoring haze phenomenon and its effect on haze borne diseases
 
INTEGRATION OF REMOTE SENSING DATA WITH GEOGRAPHIC INFORMATION SYSTEM (GIS): ...
INTEGRATION OF REMOTE SENSING DATA WITH GEOGRAPHIC INFORMATION SYSTEM (GIS): ...INTEGRATION OF REMOTE SENSING DATA WITH GEOGRAPHIC INFORMATION SYSTEM (GIS): ...
INTEGRATION OF REMOTE SENSING DATA WITH GEOGRAPHIC INFORMATION SYSTEM (GIS): ...
 
remote sensing in agriculture
remote sensing in agricultureremote sensing in agriculture
remote sensing in agriculture
 
TRACKING ANALYSIS OF HURRICANE GONZALO USING AIRBORNE MICROWAVE RADIOMETER
TRACKING ANALYSIS OF HURRICANE GONZALO USING AIRBORNE MICROWAVE RADIOMETERTRACKING ANALYSIS OF HURRICANE GONZALO USING AIRBORNE MICROWAVE RADIOMETER
TRACKING ANALYSIS OF HURRICANE GONZALO USING AIRBORNE MICROWAVE RADIOMETER
 
DISASTER PREDICTION
DISASTER PREDICTIONDISASTER PREDICTION
DISASTER PREDICTION
 
surveying paper
surveying papersurveying paper
surveying paper
 
On the performance analysis of rainfall prediction using mutual information...
  On the performance analysis of rainfall prediction using mutual information...  On the performance analysis of rainfall prediction using mutual information...
On the performance analysis of rainfall prediction using mutual information...
 
UP691938 FInished Report
UP691938 FInished ReportUP691938 FInished Report
UP691938 FInished Report
 
Presentation_Dr.Milanjit_RS.pptx for quality
Presentation_Dr.Milanjit_RS.pptx for qualityPresentation_Dr.Milanjit_RS.pptx for quality
Presentation_Dr.Milanjit_RS.pptx for quality
 
GPS & ArcGIS for mapping of communicable diseases-1.pptx
GPS & ArcGIS for mapping of communicable diseases-1.pptxGPS & ArcGIS for mapping of communicable diseases-1.pptx
GPS & ArcGIS for mapping of communicable diseases-1.pptx
 
Computer model for tsunami vulnerability using sentinel 2A and SRTM images op...
Computer model for tsunami vulnerability using sentinel 2A and SRTM images op...Computer model for tsunami vulnerability using sentinel 2A and SRTM images op...
Computer model for tsunami vulnerability using sentinel 2A and SRTM images op...
 
Global View of Health and Air Quality at NASA - Coping with the impacts of dr...
Global View of Health and Air Quality at NASA - Coping with the impacts of dr...Global View of Health and Air Quality at NASA - Coping with the impacts of dr...
Global View of Health and Air Quality at NASA - Coping with the impacts of dr...
 
gayzeras
gayzerasgayzeras
gayzeras
 

Mais de Sakthivel R

Thermal remote sensing
Thermal remote sensingThermal remote sensing
Thermal remote sensingSakthivel R
 
Python in geospatial analysis
Python in geospatial analysisPython in geospatial analysis
Python in geospatial analysisSakthivel R
 
c,c++,java and python in gis development
c,c++,java and python in gis developmentc,c++,java and python in gis development
c,c++,java and python in gis developmentSakthivel R
 
How to write an article
How to write an articleHow to write an article
How to write an articleSakthivel R
 
Fundamental analysis of silver
Fundamental analysis of silverFundamental analysis of silver
Fundamental analysis of silverSakthivel R
 
Climate change in agriculture
Climate change in agricultureClimate change in agriculture
Climate change in agricultureSakthivel R
 
consumer buying behaviour
consumer buying behaviourconsumer buying behaviour
consumer buying behaviourSakthivel R
 
Transgenics in biotic stress management
Transgenics in biotic stress managementTransgenics in biotic stress management
Transgenics in biotic stress managementSakthivel R
 
Scm in agrofood industries
Scm in agrofood industriesScm in agrofood industries
Scm in agrofood industriesSakthivel R
 
Privatization in agriculture
Privatization in agriculturePrivatization in agriculture
Privatization in agricultureSakthivel R
 
Price spread and marketing efficiency
Price spread and marketing efficiencyPrice spread and marketing efficiency
Price spread and marketing efficiencySakthivel R
 
Man made disasters
Man made disastersMan made disasters
Man made disastersSakthivel R
 
Hard skills and soft skills
Hard skills and soft skillsHard skills and soft skills
Hard skills and soft skillsSakthivel R
 

Mais de Sakthivel R (20)

Thermal remote sensing
Thermal remote sensingThermal remote sensing
Thermal remote sensing
 
Bhuvan
BhuvanBhuvan
Bhuvan
 
Python in geospatial analysis
Python in geospatial analysisPython in geospatial analysis
Python in geospatial analysis
 
c,c++,java and python in gis development
c,c++,java and python in gis developmentc,c++,java and python in gis development
c,c++,java and python in gis development
 
Lms moodle
Lms moodleLms moodle
Lms moodle
 
Real time pcr
Real time  pcrReal time  pcr
Real time pcr
 
How to write an article
How to write an articleHow to write an article
How to write an article
 
Fundamental analysis of silver
Fundamental analysis of silverFundamental analysis of silver
Fundamental analysis of silver
 
Climate change in agriculture
Climate change in agricultureClimate change in agriculture
Climate change in agriculture
 
consumer buying behaviour
consumer buying behaviourconsumer buying behaviour
consumer buying behaviour
 
Transposons
TransposonsTransposons
Transposons
 
Transgenics in biotic stress management
Transgenics in biotic stress managementTransgenics in biotic stress management
Transgenics in biotic stress management
 
Seed drying
Seed dryingSeed drying
Seed drying
 
Scm in agrofood industries
Scm in agrofood industriesScm in agrofood industries
Scm in agrofood industries
 
Probit model
Probit modelProbit model
Probit model
 
Privatization in agriculture
Privatization in agriculturePrivatization in agriculture
Privatization in agriculture
 
Price spread and marketing efficiency
Price spread and marketing efficiencyPrice spread and marketing efficiency
Price spread and marketing efficiency
 
m - commerce
m - commercem - commerce
m - commerce
 
Man made disasters
Man made disastersMan made disasters
Man made disasters
 
Hard skills and soft skills
Hard skills and soft skillsHard skills and soft skills
Hard skills and soft skills
 

Último

Computer Lecture 01.pptxIntroduction to Computers
Computer Lecture 01.pptxIntroduction to ComputersComputer Lecture 01.pptxIntroduction to Computers
Computer Lecture 01.pptxIntroduction to ComputersMairaAshraf6
 
Online electricity billing project report..pdf
Online electricity billing project report..pdfOnline electricity billing project report..pdf
Online electricity billing project report..pdfKamal Acharya
 
DC MACHINE-Motoring and generation, Armature circuit equation
DC MACHINE-Motoring and generation, Armature circuit equationDC MACHINE-Motoring and generation, Armature circuit equation
DC MACHINE-Motoring and generation, Armature circuit equationBhangaleSonal
 
AIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsAIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsvanyagupta248
 
Wadi Rum luxhotel lodge Analysis case study.pptx
Wadi Rum luxhotel lodge Analysis case study.pptxWadi Rum luxhotel lodge Analysis case study.pptx
Wadi Rum luxhotel lodge Analysis case study.pptxNadaHaitham1
 
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptxA CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptxmaisarahman1
 
Design For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startDesign For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startQuintin Balsdon
 
DeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesDeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesMayuraD1
 
Thermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptThermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptDineshKumar4165
 
Unleashing the Power of the SORA AI lastest leap
Unleashing the Power of the SORA AI lastest leapUnleashing the Power of the SORA AI lastest leap
Unleashing the Power of the SORA AI lastest leapRishantSharmaFr
 
Thermal Engineering Unit - I & II . ppt
Thermal Engineering  Unit - I & II . pptThermal Engineering  Unit - I & II . ppt
Thermal Engineering Unit - I & II . pptDineshKumar4165
 
NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...
NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...
NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...Amil baba
 
Generative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPTGenerative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPTbhaskargani46
 
Hospital management system project report.pdf
Hospital management system project report.pdfHospital management system project report.pdf
Hospital management system project report.pdfKamal Acharya
 
Work-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxWork-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxJuliansyahHarahap1
 
Standard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayStandard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayEpec Engineered Technologies
 
PE 459 LECTURE 2- natural gas basic concepts and properties
PE 459 LECTURE 2- natural gas basic concepts and propertiesPE 459 LECTURE 2- natural gas basic concepts and properties
PE 459 LECTURE 2- natural gas basic concepts and propertiessarkmank1
 
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...Call Girls Mumbai
 
Block diagram reduction techniques in control systems.ppt
Block diagram reduction techniques in control systems.pptBlock diagram reduction techniques in control systems.ppt
Block diagram reduction techniques in control systems.pptNANDHAKUMARA10
 

Último (20)

Computer Lecture 01.pptxIntroduction to Computers
Computer Lecture 01.pptxIntroduction to ComputersComputer Lecture 01.pptxIntroduction to Computers
Computer Lecture 01.pptxIntroduction to Computers
 
Integrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - NeometrixIntegrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - Neometrix
 
Online electricity billing project report..pdf
Online electricity billing project report..pdfOnline electricity billing project report..pdf
Online electricity billing project report..pdf
 
DC MACHINE-Motoring and generation, Armature circuit equation
DC MACHINE-Motoring and generation, Armature circuit equationDC MACHINE-Motoring and generation, Armature circuit equation
DC MACHINE-Motoring and generation, Armature circuit equation
 
AIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsAIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech students
 
Wadi Rum luxhotel lodge Analysis case study.pptx
Wadi Rum luxhotel lodge Analysis case study.pptxWadi Rum luxhotel lodge Analysis case study.pptx
Wadi Rum luxhotel lodge Analysis case study.pptx
 
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptxA CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
 
Design For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startDesign For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the start
 
DeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesDeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakes
 
Thermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptThermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.ppt
 
Unleashing the Power of the SORA AI lastest leap
Unleashing the Power of the SORA AI lastest leapUnleashing the Power of the SORA AI lastest leap
Unleashing the Power of the SORA AI lastest leap
 
Thermal Engineering Unit - I & II . ppt
Thermal Engineering  Unit - I & II . pptThermal Engineering  Unit - I & II . ppt
Thermal Engineering Unit - I & II . ppt
 
NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...
NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...
NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...
 
Generative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPTGenerative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPT
 
Hospital management system project report.pdf
Hospital management system project report.pdfHospital management system project report.pdf
Hospital management system project report.pdf
 
Work-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxWork-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptx
 
Standard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayStandard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power Play
 
PE 459 LECTURE 2- natural gas basic concepts and properties
PE 459 LECTURE 2- natural gas basic concepts and propertiesPE 459 LECTURE 2- natural gas basic concepts and properties
PE 459 LECTURE 2- natural gas basic concepts and properties
 
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
 
Block diagram reduction techniques in control systems.ppt
Block diagram reduction techniques in control systems.pptBlock diagram reduction techniques in control systems.ppt
Block diagram reduction techniques in control systems.ppt
 

Remote sensing and gis for monitoring vector borne diseases

  • 1. USE OF REMOTE SENSING AND GIS FOR MONITORING VECTOR-BORNE DISEASES M.Janaki M.Tech (Geoinformatics) I year Reg.No: 3318201
  • 2. INTRODUCTION  Vector-Borne diseases like Malaria, Dengue, Chikungunya, Japanese Encephalitis are serious problems for the developing worlds like Asia, Africa and South America.  How modern technology like remote sensing GIS is used in identification of environmental factors which affect the spread of vector-borne diseases.
  • 3. OBJECTIVE • To do epidemiological and ecological study to determine the effect of temperature, rainfall, humidity, forest cover and water bodies on the occurrence of vector-borne diseases.  To produce to risk map to predict and control the occurrence of diseases.  To use the latest technological advances like remote sensing and GIS for risk assessment and diseases prevention and to promote overall healthcare.
  • 4. METHODOLOGY  Multiple Linear Regression analysis using backward elimination method was done to determine the predictor variables affecting the presence and the incidence of malaria.  For disease mapping or prediction geostatistical or variogram approaches are used.  They have suggested usage of ordinary kriging to interpolate disease prevalence as recorded values at known locations.  This paper discusses RADARSAT – 1 image for malarial risk mapping and advantages of using RADARSAT-2 in future.
  • 5. DATABASE  Malarial case data were collected from the Directorate of Health through various PHCs.  Malarial positive cases were collected from 70 PHCs randomly distributed on rural areas and for 4 urban areas (Salem, Mettur, Attur and Edappadi).  Villages with PHCs recorded with malarial cases were imported into Mapinfo 6.0 to prepare thematic maps.  Monthly meteorological data such as temperature, humidity and rainfall of the study are collected from Department of Meteorology, GOI.  Forest, vegetation cover and water bodies corresponding to the study are were extracted from IRS 1C LISS III remotely-sensed images.  Satellite data from RADARSAT-1 for coastal Kenya.
  • 6. RESULTS  In the first journal, the results show how temperature, humidity, rainfall, vegetation cover and water bodies affect the occurrence of malaria in the study area. They have produced a prediction model which provides a detailed mapping of high, medium and low incidence areas in Salem. This map could be used for prediction and control of malarial occurrences.  In the third article, the results show the potential advantage of radar remote sensing for classifying land covers specifically as environmental variables relate to malaria vector-breeding grounds. Radars are better suited because of its capacity to penetrate clouds and haze and to image both during day and night.
  • 7.
  • 8.
  • 9. CONCLUSION  From the three articles which were referred to we can understand the effect of environmental factors like rainfall, humidity, vegetation cover and water bodies on the occurrence of vector- borne diseases especially malaria.  We can also understand how remote sensing and GIS could be used for risk mapping and prediction and promotion of health.  We can also infer the advantage of using radar images as they can be used under all weathers and not affected by presence of clouds or haze.  Finally, all this helps us understand how we can produce a risk map of a particular study are for vector-borne diseases and how this risk map could be used for prediction and prevention and overall planning of disease control.
  • 10. REFERENCES  Use of Remote Sensing and GIS for monitoring Environmental factors associated with Vector-Borne Disease [Indian Geographic Journal, June and December 2006, Volume 81(1&2) ISSN 0019 – 4824 page number 47 – 60] (By M. Prasahanthi Devi and Balasubramanian, Department of Environmental Sciences, Bharathiar University, Coimbatore, India and B.Manickam, ISRO Head Quarters, Bangalore, India).  Spatial Temporal Analysis of Vector- Borne Diseases in Mysore District [International Journal of Life Sciences, Vol.2 N.12013 pages 43 – 52 ISSN: 2227 – 193X] (By Minutha. V and Subhash.S.Sanasiddanannavar, Department of Geography University of Mysore)  Monitoring environmental indicators of Vector-Borne disease from space: a new opportunity for RADARSAT – 2 [Canadian Journal of Remote Sensing, Vol. 30, No.3 pages: 560 – 565, 2004] (By S.Kaya, J. Sokol and T.J. Pultz).  International conference on Globalisation and Sustainable Development perspective of Digital Revolution and Environmental Management. [Aug 2002, Vol.1 page : 23 – 25]