SlideShare une entreprise Scribd logo
1  sur  14
Presented by INDRAJEET KUMAR
Roll No 117mn0654
What is a landsat Program ?
 The Landsat Program is a series of
Earth-observing satellite missions jointly
managed by NASA and the U.S.
Geological Survey.
Landsat
History
 Landsat was designed in 1960s by the combined
effort of NASA and US.
 Launched in 1972 as the 1st tailored Satellite,
specifically for broad scale observation of the
Earth’s Land areas.
 The program was initially called the Earth
Resources Technology Satellites Program, which
was used from 1966 to 1975. In 1975, the name
was changed to Landsat.
HOW LANDSAT WORKS
 It keeps a continuos observation of the land surface of
the globe.
 Their orbit goes from pole to pole and they capture a
new place and then every 16 -18 days and they start to
repeat .
 Landsat sensors record reflected and emitted energy
from Earth in various wavelengths of the
electromagnetic spectrum.
 Landsats 7 and 8 can record blue, green, and red light
in the visible spectrum as well as near-infrared, mid-
infrared, and thermal-infrared light that human eyes
cannot perceive
 Landsat records this information digitally and it is
downlinked to ground stations, processed, and stored
in a data archive.
Landsat 1 Landsat 2 Landsat 3
Landsat 4
Landsat 5 Landsat 6
Landsat 7
Uses of landsat satellite
 Environmental impact assessment
 Detection of coal mine fire
 Biofuel crop monitoring
 Surface mine and reclamation efforts
 Detection of coal and mineral deposits
Sensors in landsat
 RBV - Return Beam Vidicon
 MSS - Multispectral scanner
 TM - Thematic mapper
 ETM - Enhanced thematic mapper
 ETM+ - Enhanced thematic mapper
plus
Continued …
 Landsat 1, 2 and 3 carried the Landsat
Multispectral Scanner (MSS).
 Landsat 4 and 5 carried both the MSS and
Thematic Mapper (TM) instruments.
 Landsat 7 uses the Enhanced Thematic Mapper
Plus (ETM+) scanner.
 Landsat 8 uses two instruments, the Operational
Land Imager (OLI) for optical bands and the
Thermal Infrared Sensor (TIRS) for thermal bands.
Landsat Timeline
Case study
STUDY AREA : GODAVARI COAL
FIELDS
 The different land use classes mainly water body,
mining area, forest cover, built-up area, barren
land and agriculture land in Godavari coal field
area of southern India are identified and the
impact of land use/land cover change on the
environment are discussed.
 The land use/land cover changes in the Godavari
coal field area were analyzed for a period of 24
years i.e., from the year 1990 to 2014.
 The changes were detected on a 5-year time
interval using Landsat-5 TM, Landsat-8 OLI and
TIRS satellite images and the human impact on
the landscape are discussed.
LULC
Classes
1990 1995 2000 2005 2010 2014
Water Body 1576.97
(2.77)
1910.4
(3.36)
1928.11
(3.39)
2106.44
(3.70)
1809.22
(3.18)
1873.8
(3.29)
Mining Area 25.43
(0.04)
59.91
(0.11)
70.06
(0.12)
72.34
(0.13)
113.09
(0.19)
129.63
(0.23)
Forest Cover 20692.1
(36.38)
19420.9
(34.15)
19052.9
(33.50)
18747.2
(32.96)
18204.64
(32.01)
18009.8
(31.67)
Built Up Area 191.5
(0.34)
293.52
(0.52)
407.2
(0.72)
416.04
(0.73)
481.88
(0.85)
509.25
(0.89)
Barren Land 570.41
(1.00)
911.28
(1.60)
970.84
(1.71)
731.28
(1.29)
855.48
(1.50)
960.68
(1.69)
Agriculture 33814.1
(59.46)
34274.5
(60.27)
34441.4
(60.56)
34797.21
(61.19)
35406.2
(62.26)
35387.35
(62.22)
Table : Areal Distribution of the LULC Classes in the Godavari Coalfields
Area(Expressed in sq. km, values in brackets shows the area in% )
Fig :Landuse/Landcover Maps of the study Area for 1990(Top
Left),1995,2000,2005(Bottom Left),2010,2014(Bottom Right)
Conclusion
 The study shows that there is a direct impact of
mining on forest cover along with other factors.
 This study helps in the decision making for land
reclamation and land management in the Godavari
coal field area of India.
REFERENCES
 www.sciencedirect.com ,egyptian journal of
remote sensing and space science Vol 21
december 2018 page 375 - 381
 www.landsatscience.com
 www.scholargoogle.co.in
 www.tropecol.com
 Google images
 Wikipedia

Contenu connexe

Tendances

Introdution to Landsat and Google Earth Engine
Introdution to Landsat and Google Earth EngineIntrodution to Landsat and Google Earth Engine
Introdution to Landsat and Google Earth Engine
Veerachai Tanpipat
 
Satellite Mapping
Satellite MappingSatellite Mapping
Satellite Mapping
Pinus57
 
WE2.L10.1: LANDSAT DATA PRODUCTS, FREE AND CLEAR
WE2.L10.1: LANDSAT DATA PRODUCTS, FREE AND CLEARWE2.L10.1: LANDSAT DATA PRODUCTS, FREE AND CLEAR
WE2.L10.1: LANDSAT DATA PRODUCTS, FREE AND CLEAR
grssieee
 
Global positioning system (GPS)
Global positioning system (GPS)Global positioning system (GPS)
Global positioning system (GPS)
Gautham Reddy
 

Tendances (20)

Spot 7 satellite
Spot 7 satelliteSpot 7 satellite
Spot 7 satellite
 
Introdution to Landsat and Google Earth Engine
Introdution to Landsat and Google Earth EngineIntrodution to Landsat and Google Earth Engine
Introdution to Landsat and Google Earth Engine
 
Lecture for landsat
Lecture for landsatLecture for landsat
Lecture for landsat
 
LANDSAT
LANDSATLANDSAT
LANDSAT
 
Earth Observation Satellites
Earth Observation SatellitesEarth Observation Satellites
Earth Observation Satellites
 
Satellite Mapping
Satellite MappingSatellite Mapping
Satellite Mapping
 
Sentinel 2
Sentinel 2Sentinel 2
Sentinel 2
 
Introduction to Landsat
Introduction to LandsatIntroduction to Landsat
Introduction to Landsat
 
WE2.L10.1: LANDSAT DATA PRODUCTS, FREE AND CLEAR
WE2.L10.1: LANDSAT DATA PRODUCTS, FREE AND CLEARWE2.L10.1: LANDSAT DATA PRODUCTS, FREE AND CLEAR
WE2.L10.1: LANDSAT DATA PRODUCTS, FREE AND CLEAR
 
AAS National Conference 2008: Graham Gibbs
AAS National Conference 2008: Graham GibbsAAS National Conference 2008: Graham Gibbs
AAS National Conference 2008: Graham Gibbs
 
Noaa satelite series
Noaa satelite seriesNoaa satelite series
Noaa satelite series
 
Indian remote sensing satellites
Indian remote sensing satellitesIndian remote sensing satellites
Indian remote sensing satellites
 
Cartosat
Cartosat Cartosat
Cartosat
 
Global Postioning System
Global Postioning SystemGlobal Postioning System
Global Postioning System
 
Global positioning system (GPS)
Global positioning system (GPS)Global positioning system (GPS)
Global positioning system (GPS)
 
Remote sensing satellites with sensors
Remote sensing satellites with sensorsRemote sensing satellites with sensors
Remote sensing satellites with sensors
 
GPS
GPS GPS
GPS
 
Global positioning system,GPS
Global positioning system,GPSGlobal positioning system,GPS
Global positioning system,GPS
 
How gps works
How gps worksHow gps works
How gps works
 
IRS satallites
IRS satallitesIRS satallites
IRS satallites
 

Similaire à Landsat data and its application in landuse and landcover .(NIT ROURKELA)

LANDSAT_OBSERVAT_ON_SATELITE_SYSTEM_odewwwwww.ppt
LANDSAT_OBSERVAT_ON_SATELITE_SYSTEM_odewwwwww.pptLANDSAT_OBSERVAT_ON_SATELITE_SYSTEM_odewwwwww.ppt
LANDSAT_OBSERVAT_ON_SATELITE_SYSTEM_odewwwwww.ppt
MrLove13
 
WE4.L10.1: OPERATIONAL ENVIRONMENTAL DATA IN 2010: CONNECTING GLOBAL AND LOCA...
WE4.L10.1: OPERATIONAL ENVIRONMENTAL DATA IN 2010: CONNECTING GLOBAL AND LOCA...WE4.L10.1: OPERATIONAL ENVIRONMENTAL DATA IN 2010: CONNECTING GLOBAL AND LOCA...
WE4.L10.1: OPERATIONAL ENVIRONMENTAL DATA IN 2010: CONNECTING GLOBAL AND LOCA...
grssieee
 
mateorological and ocean monitoring satellite (2).pptx
mateorological and ocean monitoring satellite (2).pptxmateorological and ocean monitoring satellite (2).pptx
mateorological and ocean monitoring satellite (2).pptx
sapna kinattinkara
 
WETLAND MAPPING USING RS AND GIS
WETLAND MAPPING USING RS AND GISWETLAND MAPPING USING RS AND GIS
WETLAND MAPPING USING RS AND GIS
Abhiram Kanigolla
 

Similaire à Landsat data and its application in landuse and landcover .(NIT ROURKELA) (20)

LANDSAT_OBSERVAT_ON_SATELITE_SYSTEM_odewwwwww.ppt
LANDSAT_OBSERVAT_ON_SATELITE_SYSTEM_odewwwwww.pptLANDSAT_OBSERVAT_ON_SATELITE_SYSTEM_odewwwwww.ppt
LANDSAT_OBSERVAT_ON_SATELITE_SYSTEM_odewwwwww.ppt
 
Landsat.pptx
Landsat.pptxLandsat.pptx
Landsat.pptx
 
landsat (9).pdf
landsat (9).pdflandsat (9).pdf
landsat (9).pdf
 
geoststistics
geoststisticsgeoststistics
geoststistics
 
WE4.L10.1: OPERATIONAL ENVIRONMENTAL DATA IN 2010: CONNECTING GLOBAL AND LOCA...
WE4.L10.1: OPERATIONAL ENVIRONMENTAL DATA IN 2010: CONNECTING GLOBAL AND LOCA...WE4.L10.1: OPERATIONAL ENVIRONMENTAL DATA IN 2010: CONNECTING GLOBAL AND LOCA...
WE4.L10.1: OPERATIONAL ENVIRONMENTAL DATA IN 2010: CONNECTING GLOBAL AND LOCA...
 
mateorological and ocean monitoring satellite (2).pptx
mateorological and ocean monitoring satellite (2).pptxmateorological and ocean monitoring satellite (2).pptx
mateorological and ocean monitoring satellite (2).pptx
 
Types of satellite metrological & resource satellites
Types of satellite metrological & resource satellitesTypes of satellite metrological & resource satellites
Types of satellite metrological & resource satellites
 
Remote sensing
Remote sensingRemote sensing
Remote sensing
 
The use of geoinformatics in mineral exploration and exploitation
The use of geoinformatics in mineral exploration and exploitationThe use of geoinformatics in mineral exploration and exploitation
The use of geoinformatics in mineral exploration and exploitation
 
Remote Sensing and its Application
Remote Sensing and its ApplicationRemote Sensing and its Application
Remote Sensing and its Application
 
Soil separability through remote sensing for land evaluation
Soil separability through remote sensing for land evaluationSoil separability through remote sensing for land evaluation
Soil separability through remote sensing for land evaluation
 
Assessment of Landsat 8 TIRS data capability for the preliminary study of geo...
Assessment of Landsat 8 TIRS data capability for the preliminary study of geo...Assessment of Landsat 8 TIRS data capability for the preliminary study of geo...
Assessment of Landsat 8 TIRS data capability for the preliminary study of geo...
 
space technology
space technologyspace technology
space technology
 
INTEGRATED TECHNOLOGY OF DATA REMOTE SENSING AND GIS TECHNIQUES ASSESS THE LA...
INTEGRATED TECHNOLOGY OF DATA REMOTE SENSING AND GIS TECHNIQUES ASSESS THE LA...INTEGRATED TECHNOLOGY OF DATA REMOTE SENSING AND GIS TECHNIQUES ASSESS THE LA...
INTEGRATED TECHNOLOGY OF DATA REMOTE SENSING AND GIS TECHNIQUES ASSESS THE LA...
 
Envi sat satellite
Envi sat satelliteEnvi sat satellite
Envi sat satellite
 
Egm 2008
Egm 2008Egm 2008
Egm 2008
 
Scanners, image resolution, orbit in remote sensing, pk mani
Scanners, image resolution, orbit in remote sensing, pk maniScanners, image resolution, orbit in remote sensing, pk mani
Scanners, image resolution, orbit in remote sensing, pk mani
 
WETLAND MAPPING USING RS AND GIS
WETLAND MAPPING USING RS AND GISWETLAND MAPPING USING RS AND GIS
WETLAND MAPPING USING RS AND GIS
 
Estimation of Spatial Variability of Land Surface Temperature using Landsat 8...
Estimation of Spatial Variability of Land Surface Temperature using Landsat 8...Estimation of Spatial Variability of Land Surface Temperature using Landsat 8...
Estimation of Spatial Variability of Land Surface Temperature using Landsat 8...
 
Change detection process and techniques
Change detection process and techniquesChange detection process and techniques
Change detection process and techniques
 

Dernier

Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
WSO2
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
panagenda
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 

Dernier (20)

Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistan
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
 
WSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering Developers
 
Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 

Landsat data and its application in landuse and landcover .(NIT ROURKELA)

  • 1. Presented by INDRAJEET KUMAR Roll No 117mn0654
  • 2. What is a landsat Program ?  The Landsat Program is a series of Earth-observing satellite missions jointly managed by NASA and the U.S. Geological Survey. Landsat
  • 3. History  Landsat was designed in 1960s by the combined effort of NASA and US.  Launched in 1972 as the 1st tailored Satellite, specifically for broad scale observation of the Earth’s Land areas.  The program was initially called the Earth Resources Technology Satellites Program, which was used from 1966 to 1975. In 1975, the name was changed to Landsat.
  • 4. HOW LANDSAT WORKS  It keeps a continuos observation of the land surface of the globe.  Their orbit goes from pole to pole and they capture a new place and then every 16 -18 days and they start to repeat .  Landsat sensors record reflected and emitted energy from Earth in various wavelengths of the electromagnetic spectrum.  Landsats 7 and 8 can record blue, green, and red light in the visible spectrum as well as near-infrared, mid- infrared, and thermal-infrared light that human eyes cannot perceive  Landsat records this information digitally and it is downlinked to ground stations, processed, and stored in a data archive.
  • 5. Landsat 1 Landsat 2 Landsat 3 Landsat 4 Landsat 5 Landsat 6 Landsat 7
  • 6. Uses of landsat satellite  Environmental impact assessment  Detection of coal mine fire  Biofuel crop monitoring  Surface mine and reclamation efforts  Detection of coal and mineral deposits
  • 7. Sensors in landsat  RBV - Return Beam Vidicon  MSS - Multispectral scanner  TM - Thematic mapper  ETM - Enhanced thematic mapper  ETM+ - Enhanced thematic mapper plus
  • 8. Continued …  Landsat 1, 2 and 3 carried the Landsat Multispectral Scanner (MSS).  Landsat 4 and 5 carried both the MSS and Thematic Mapper (TM) instruments.  Landsat 7 uses the Enhanced Thematic Mapper Plus (ETM+) scanner.  Landsat 8 uses two instruments, the Operational Land Imager (OLI) for optical bands and the Thermal Infrared Sensor (TIRS) for thermal bands.
  • 10. Case study STUDY AREA : GODAVARI COAL FIELDS  The different land use classes mainly water body, mining area, forest cover, built-up area, barren land and agriculture land in Godavari coal field area of southern India are identified and the impact of land use/land cover change on the environment are discussed.  The land use/land cover changes in the Godavari coal field area were analyzed for a period of 24 years i.e., from the year 1990 to 2014.  The changes were detected on a 5-year time interval using Landsat-5 TM, Landsat-8 OLI and TIRS satellite images and the human impact on the landscape are discussed.
  • 11. LULC Classes 1990 1995 2000 2005 2010 2014 Water Body 1576.97 (2.77) 1910.4 (3.36) 1928.11 (3.39) 2106.44 (3.70) 1809.22 (3.18) 1873.8 (3.29) Mining Area 25.43 (0.04) 59.91 (0.11) 70.06 (0.12) 72.34 (0.13) 113.09 (0.19) 129.63 (0.23) Forest Cover 20692.1 (36.38) 19420.9 (34.15) 19052.9 (33.50) 18747.2 (32.96) 18204.64 (32.01) 18009.8 (31.67) Built Up Area 191.5 (0.34) 293.52 (0.52) 407.2 (0.72) 416.04 (0.73) 481.88 (0.85) 509.25 (0.89) Barren Land 570.41 (1.00) 911.28 (1.60) 970.84 (1.71) 731.28 (1.29) 855.48 (1.50) 960.68 (1.69) Agriculture 33814.1 (59.46) 34274.5 (60.27) 34441.4 (60.56) 34797.21 (61.19) 35406.2 (62.26) 35387.35 (62.22) Table : Areal Distribution of the LULC Classes in the Godavari Coalfields Area(Expressed in sq. km, values in brackets shows the area in% )
  • 12. Fig :Landuse/Landcover Maps of the study Area for 1990(Top Left),1995,2000,2005(Bottom Left),2010,2014(Bottom Right)
  • 13. Conclusion  The study shows that there is a direct impact of mining on forest cover along with other factors.  This study helps in the decision making for land reclamation and land management in the Godavari coal field area of India.
  • 14. REFERENCES  www.sciencedirect.com ,egyptian journal of remote sensing and space science Vol 21 december 2018 page 375 - 381  www.landsatscience.com  www.scholargoogle.co.in  www.tropecol.com  Google images  Wikipedia