SlideShare ist ein Scribd-Unternehmen logo
1 von 27
Glacial Lake Mapping with very High Resolution Space-borne SAR Andreas Wiesmann 1 , Tazio Strozzi 1 , Andreas KÀÀb 2 1 GAMMA Remote Sensing AG, Switzerland 2 Dep. Geoscience University of Oslo, Norway
ESA DUE GLOF (ESRIN 22140/08/I-EC) Objectives and Scope of the Project ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Introduction ,[object Object],[object Object],[object Object],[object Object],[object Object]
GLOF in the context of High Alpine Risks Lake Blockage - Dam - Moraine - Landslide - Topography Glacier - runoff - melt  - change Timely Occurance Spatially Event - Glacier ice breakoff - Dam break - Landslide - Mass balance change Hazard Change
ESA DUE GLOF (ESRIN 22140/08/I-EC) Users
User Requirements
Product Description ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Potential hazardous glacier lakes in CH
Glacier lake mapping with TerraSAR-X
DEMs for terrain-corrected geocoding Use SRTM4 for terrain-corrected geocoding of satellite SAR images if any other high-quality DEM (e.g. ~30 m posting and   3 m vertical accuracy) derived from 1:25’000 topographic maps is not available
Area of interest in Nepal
Satellite SAR Data in Nepal
Glacier lake mapping with TerraSAR-X 07.05.2003 21.02.2005
Glacier lake mapping with TerraSAR-X 21.02.2005 03.03.2004
Imja Tsho lake ERS-1/2 SAR May 1992 ERS-1/2 SAR Apr. 1996 ERS-1/2 SAR Jul. 2001 TerraSAR-X Apr. 2009 TerraSAR-X Oct. 2009 Google Earth May 2003 ALOS PALSAR Nov. 2007 ALOS PALSAR May 2008   ALOS PALSAR Nov. 2009
Lower Barun lake ERS-1/2 SAR May 1992 ERS-1/2 SAR Apr. 1996 ERS-1/2 SAR Jul. 2001 TerraSAR-X Apr. 2009 TerraSAR-X Oct. 2009 Google Earth Mar. 2004 ALOS PALSAR Nov. 2007 ALOS PALSAR May 2008   ALOS PALSAR Nov. 2009
Lumding Tsho lake ERS-1/2 SAR May 1992 ERS-1/2 SAR Apr. 1996 ERS-1/2 SAR Jul. 2001 TerraSAR-X Apr. 2009 TerraSAR-X Oct. 2009 Google Earth Feb. 2005 ALOS PALSAR Nov. 2007 ALOS PALSAR May 2008   ALOS PALSAR Nov. 2009
Tsho Rolpa lake ERS-1/2 SAR May 1992 ERS-1/2 SAR Apr. 1996 ERS-1/2 SAR Jul. 2001 TerraSAR-X Apr. 2009 TerraSAR-X Oct. 2009 Google Earth Feb. 2005 ALOS PALSAR Nov. 2007 ALOS PALSAR May 2008   ALOS PALSAR Nov. 2009
Validation ,[object Object],[object Object],[object Object],[object Object]
Imja Tsho lake TerraSAR-X Apr. 2009 Field survey May 2009 TerraSAR-X Oct. 2009
FOCUS requirements  (based on BOKU work TajHaz)
Satellite SAR Data in  Tajikistan
Glacier lake mapping in  Tajikistan
Glacier lake mapping in  Tajikistan
Conclusions: Glacier lake mapping with  very high resolution SAR ,[object Object],[object Object],[object Object],[object Object]
Conclusions: Glacier lake mapping high resolution SAR ,[object Object],[object Object],[object Object],[object Object]
Future: Glacier lakes within high mountain risks ,[object Object],[object Object]

Weitere Àhnliche Inhalte

Was ist angesagt?

Flood risk mapping using GIS and remote sensing and SAR
Flood risk mapping using GIS and remote sensing and SARFlood risk mapping using GIS and remote sensing and SAR
Flood risk mapping using GIS and remote sensing and SARRohan Tuteja
 
Karst topography
Karst topographyKarst topography
Karst topographyShivam Jain
 
Iirs Role of Remote sensing and GIS in Ground water studies
Iirs Role of Remote sensing and GIS in Ground water studiesIirs Role of Remote sensing and GIS in Ground water studies
Iirs Role of Remote sensing and GIS in Ground water studiesTushar Dholakia
 
Tectonics of bengal basin or Bangladesh
Tectonics of bengal basin or BangladeshTectonics of bengal basin or Bangladesh
Tectonics of bengal basin or BangladeshJahangir Alam
 
Erosional & depositional glacial landforms
Erosional & depositional glacial landformsErosional & depositional glacial landforms
Erosional & depositional glacial landformsNeha Gupta
 
Karst Topography.pptx
Karst Topography.pptxKarst Topography.pptx
Karst Topography.pptxDeepaksaini67083
 
Sea level changes
Sea  level changesSea  level changes
Sea level changesAkhilAG23
 
morphometry of drainage basin.pptx
morphometry of drainage basin.pptxmorphometry of drainage basin.pptx
morphometry of drainage basin.pptxsoja5
 
Fluvial depositional landform geomorphology
Fluvial depositional  landform geomorphologyFluvial depositional  landform geomorphology
Fluvial depositional landform geomorphologyShivam Jain
 
Rejuvenation presentation
Rejuvenation presentationRejuvenation presentation
Rejuvenation presentationOlexiy Dubilet
 
Marginal marine depositional environments
Marginal marine depositional environmentsMarginal marine depositional environments
Marginal marine depositional environmentsManikanta Sjs
 
Jhonson classification of shorlines
Jhonson classification of shorlinesJhonson classification of shorlines
Jhonson classification of shorlinesAnish Yezz Kumar
 
Drainage pattern and their significance
Drainage pattern and their significanceDrainage pattern and their significance
Drainage pattern and their significanceAvinashAvi110
 
Remote sensing for mineral exploration
Remote sensing for mineral explorationRemote sensing for mineral exploration
Remote sensing for mineral explorationvivek sengar
 
Groundwater Data Requirement and Analysis
Groundwater Data Requirement and AnalysisGroundwater Data Requirement and Analysis
Groundwater Data Requirement and AnalysisC. P. Kumar
 
Classification of Marine Depositional Environment
Classification of Marine Depositional Environment Classification of Marine Depositional Environment
Classification of Marine Depositional Environment Saad Raja
 
identification of ground water potential zones using gis and remote sensing
identification of ground water potential zones using gis and remote sensingidentification of ground water potential zones using gis and remote sensing
identification of ground water potential zones using gis and remote sensingtp jayamohan
 
Geomorphological Mapping Using Remote Sensing and GIS A Tool for Land Use Pla...
Geomorphological Mapping Using Remote Sensing and GIS A Tool for Land Use Pla...Geomorphological Mapping Using Remote Sensing and GIS A Tool for Land Use Pla...
Geomorphological Mapping Using Remote Sensing and GIS A Tool for Land Use Pla...IOSR Journals
 

Was ist angesagt? (20)

Flood risk mapping using GIS and remote sensing and SAR
Flood risk mapping using GIS and remote sensing and SARFlood risk mapping using GIS and remote sensing and SAR
Flood risk mapping using GIS and remote sensing and SAR
 
Fluvial processes and landforms
Fluvial processes and landformsFluvial processes and landforms
Fluvial processes and landforms
 
Karst topography
Karst topographyKarst topography
Karst topography
 
Iirs Role of Remote sensing and GIS in Ground water studies
Iirs Role of Remote sensing and GIS in Ground water studiesIirs Role of Remote sensing and GIS in Ground water studies
Iirs Role of Remote sensing and GIS in Ground water studies
 
Tectonics of bengal basin or Bangladesh
Tectonics of bengal basin or BangladeshTectonics of bengal basin or Bangladesh
Tectonics of bengal basin or Bangladesh
 
Erosional & depositional glacial landforms
Erosional & depositional glacial landformsErosional & depositional glacial landforms
Erosional & depositional glacial landforms
 
Karst Topography.pptx
Karst Topography.pptxKarst Topography.pptx
Karst Topography.pptx
 
Sea level changes
Sea  level changesSea  level changes
Sea level changes
 
morphometry of drainage basin.pptx
morphometry of drainage basin.pptxmorphometry of drainage basin.pptx
morphometry of drainage basin.pptx
 
Fluvial depositional landform geomorphology
Fluvial depositional  landform geomorphologyFluvial depositional  landform geomorphology
Fluvial depositional landform geomorphology
 
Rejuvenation presentation
Rejuvenation presentationRejuvenation presentation
Rejuvenation presentation
 
Alluvial Fan Systems
Alluvial Fan SystemsAlluvial Fan Systems
Alluvial Fan Systems
 
Marginal marine depositional environments
Marginal marine depositional environmentsMarginal marine depositional environments
Marginal marine depositional environments
 
Jhonson classification of shorlines
Jhonson classification of shorlinesJhonson classification of shorlines
Jhonson classification of shorlines
 
Drainage pattern and their significance
Drainage pattern and their significanceDrainage pattern and their significance
Drainage pattern and their significance
 
Remote sensing for mineral exploration
Remote sensing for mineral explorationRemote sensing for mineral exploration
Remote sensing for mineral exploration
 
Groundwater Data Requirement and Analysis
Groundwater Data Requirement and AnalysisGroundwater Data Requirement and Analysis
Groundwater Data Requirement and Analysis
 
Classification of Marine Depositional Environment
Classification of Marine Depositional Environment Classification of Marine Depositional Environment
Classification of Marine Depositional Environment
 
identification of ground water potential zones using gis and remote sensing
identification of ground water potential zones using gis and remote sensingidentification of ground water potential zones using gis and remote sensing
identification of ground water potential zones using gis and remote sensing
 
Geomorphological Mapping Using Remote Sensing and GIS A Tool for Land Use Pla...
Geomorphological Mapping Using Remote Sensing and GIS A Tool for Land Use Pla...Geomorphological Mapping Using Remote Sensing and GIS A Tool for Land Use Pla...
Geomorphological Mapping Using Remote Sensing and GIS A Tool for Land Use Pla...
 

Andere mochten auch

Buchroithner - Multitemporal remote sensing-based 3D mapping of glacier chang...
Buchroithner - Multitemporal remote sensing-based 3D mapping of glacier chang...Buchroithner - Multitemporal remote sensing-based 3D mapping of glacier chang...
Buchroithner - Multitemporal remote sensing-based 3D mapping of glacier chang...swenney
 
Si214 022036-893-3
Si214 022036-893-3Si214 022036-893-3
Si214 022036-893-3ahmadjaryani
 
Modification and Climate Change Analysis of surrounding Environment using Rem...
Modification and Climate Change Analysis of surrounding Environment using Rem...Modification and Climate Change Analysis of surrounding Environment using Rem...
Modification and Climate Change Analysis of surrounding Environment using Rem...iosrjce
 
Market for Geothermal Energy in the EU and the Legal Aspects by Dr. Burkhard ...
Market for Geothermal Energy in the EU and the Legal Aspects by Dr. Burkhard ...Market for Geothermal Energy in the EU and the Legal Aspects by Dr. Burkhard ...
Market for Geothermal Energy in the EU and the Legal Aspects by Dr. Burkhard ...Gerd Tarand
 
Optimisation of geothermal systems
Optimisation of geothermal systemsOptimisation of geothermal systems
Optimisation of geothermal systemsMartin Preene
 
Enhanced geothermal system
Enhanced geothermal systemEnhanced geothermal system
Enhanced geothermal systemPankaj Kumar Nayak
 
Land use land cover mapping for smart village using gis
Land use land cover mapping for smart village using gisLand use land cover mapping for smart village using gis
Land use land cover mapping for smart village using gisSumit Yeole
 
Glacier and snow
Glacier and snowGlacier and snow
Glacier and snowSwetha A
 
Geology lecture 20
Geology lecture 20Geology lecture 20
Geology lecture 20Lauren Adams
 
Geology lecture 12
Geology lecture 12Geology lecture 12
Geology lecture 12Lauren Adams
 
Iirs Remote sensing application in Urban Planning
Iirs Remote sensing application in Urban PlanningIirs Remote sensing application in Urban Planning
Iirs Remote sensing application in Urban PlanningTushar Dholakia
 
Remote Sensing Platforms and Sensors
Remote Sensing Platforms and SensorsRemote Sensing Platforms and Sensors
Remote Sensing Platforms and SensorsUday kumar Devalla
 
Radar Application
Radar ApplicationRadar Application
Radar Applicationmathurrohitji
 
The Top Skills That Can Get You Hired in 2017
The Top Skills That Can Get You Hired in 2017The Top Skills That Can Get You Hired in 2017
The Top Skills That Can Get You Hired in 2017LinkedIn
 

Andere mochten auch (20)

SUDHISH SIR CLASS
SUDHISH SIR CLASSSUDHISH SIR CLASS
SUDHISH SIR CLASS
 
Buchroithner - Multitemporal remote sensing-based 3D mapping of glacier chang...
Buchroithner - Multitemporal remote sensing-based 3D mapping of glacier chang...Buchroithner - Multitemporal remote sensing-based 3D mapping of glacier chang...
Buchroithner - Multitemporal remote sensing-based 3D mapping of glacier chang...
 
20150614 MIJNWATER LOI - CENURBE
20150614 MIJNWATER LOI - CENURBE20150614 MIJNWATER LOI - CENURBE
20150614 MIJNWATER LOI - CENURBE
 
Wijngaard Vaktaal
Wijngaard  VaktaalWijngaard  Vaktaal
Wijngaard Vaktaal
 
Si214 022036-893-3
Si214 022036-893-3Si214 022036-893-3
Si214 022036-893-3
 
UKP Nesk poster met 15 projecten
UKP Nesk poster met 15 projectenUKP Nesk poster met 15 projecten
UKP Nesk poster met 15 projecten
 
Study of Tsho Rolpa Glacial Lake and Trakarding Glacier, Using Remote Sensing
Study of Tsho Rolpa Glacial Lake and Trakarding Glacier, Using Remote SensingStudy of Tsho Rolpa Glacial Lake and Trakarding Glacier, Using Remote Sensing
Study of Tsho Rolpa Glacial Lake and Trakarding Glacier, Using Remote Sensing
 
Modification and Climate Change Analysis of surrounding Environment using Rem...
Modification and Climate Change Analysis of surrounding Environment using Rem...Modification and Climate Change Analysis of surrounding Environment using Rem...
Modification and Climate Change Analysis of surrounding Environment using Rem...
 
Market for Geothermal Energy in the EU and the Legal Aspects by Dr. Burkhard ...
Market for Geothermal Energy in the EU and the Legal Aspects by Dr. Burkhard ...Market for Geothermal Energy in the EU and the Legal Aspects by Dr. Burkhard ...
Market for Geothermal Energy in the EU and the Legal Aspects by Dr. Burkhard ...
 
Optimisation of geothermal systems
Optimisation of geothermal systemsOptimisation of geothermal systems
Optimisation of geothermal systems
 
Enhanced geothermal system
Enhanced geothermal systemEnhanced geothermal system
Enhanced geothermal system
 
Workshop pcm 17022011
Workshop pcm 17022011Workshop pcm 17022011
Workshop pcm 17022011
 
Land use land cover mapping for smart village using gis
Land use land cover mapping for smart village using gisLand use land cover mapping for smart village using gis
Land use land cover mapping for smart village using gis
 
Glacier and snow
Glacier and snowGlacier and snow
Glacier and snow
 
Geology lecture 20
Geology lecture 20Geology lecture 20
Geology lecture 20
 
Geology lecture 12
Geology lecture 12Geology lecture 12
Geology lecture 12
 
Iirs Remote sensing application in Urban Planning
Iirs Remote sensing application in Urban PlanningIirs Remote sensing application in Urban Planning
Iirs Remote sensing application in Urban Planning
 
Remote Sensing Platforms and Sensors
Remote Sensing Platforms and SensorsRemote Sensing Platforms and Sensors
Remote Sensing Platforms and Sensors
 
Radar Application
Radar ApplicationRadar Application
Radar Application
 
The Top Skills That Can Get You Hired in 2017
The Top Skills That Can Get You Hired in 2017The Top Skills That Can Get You Hired in 2017
The Top Skills That Can Get You Hired in 2017
 

Ähnlich wie Glacial Lake Mapping with Very High Resolution Space-borne SAR

Science 2011-rignot-science.1208336
Science 2011-rignot-science.1208336Science 2011-rignot-science.1208336
Science 2011-rignot-science.1208336SĂ©rgio Sacani
 
Radar applications for hydrology
Radar applications for hydrology Radar applications for hydrology
Radar applications for hydrology JayanthaSamarasinghe1
 
IGARSS2011presen_final.ppt
IGARSS2011presen_final.pptIGARSS2011presen_final.ppt
IGARSS2011presen_final.pptgrssieee
 
4_IGARSS11-Zhou.ppt
4_IGARSS11-Zhou.ppt4_IGARSS11-Zhou.ppt
4_IGARSS11-Zhou.pptgrssieee
 
Comparison of satellite imagery based ice drift with wind model for the Caspi...
Comparison of satellite imagery based ice drift with wind model for the Caspi...Comparison of satellite imagery based ice drift with wind model for the Caspi...
Comparison of satellite imagery based ice drift with wind model for the Caspi...Sergey Vernyayev
 
Simulated versus Satellite Retrieval Distribution Patterns of the Snow Water ...
Simulated versus Satellite Retrieval Distribution Patterns of the Snow Water ...Simulated versus Satellite Retrieval Distribution Patterns of the Snow Water ...
Simulated versus Satellite Retrieval Distribution Patterns of the Snow Water ...Agriculture Journal IJOEAR
 
Nuclear Magnetic Ressonance - Water content assessment in glacier ice and ben...
Nuclear Magnetic Ressonance - Water content assessment in glacier ice and ben...Nuclear Magnetic Ressonance - Water content assessment in glacier ice and ben...
Nuclear Magnetic Ressonance - Water content assessment in glacier ice and ben...FundaciĂł Marcel Chevalier
 
Computer Vision in Geosciences
Computer Vision in GeosciencesComputer Vision in Geosciences
Computer Vision in GeosciencesPavel Golubev
 
Measuring sea ice thickness with the LOZA GPR
Measuring sea ice thickness with the LOZA GPRMeasuring sea ice thickness with the LOZA GPR
Measuring sea ice thickness with the LOZA GPRLeonid Krinitsky
 
ASPRS Coastal Inundation Mapping_Draft8c
ASPRS Coastal Inundation Mapping_Draft8cASPRS Coastal Inundation Mapping_Draft8c
ASPRS Coastal Inundation Mapping_Draft8cBrandon Dees
 
mars_ice_drilling_assessment_v6_for_public_release.pdf
mars_ice_drilling_assessment_v6_for_public_release.pdfmars_ice_drilling_assessment_v6_for_public_release.pdf
mars_ice_drilling_assessment_v6_for_public_release.pdfssuser7178bf1
 
NISAR NASA-ISRO Synthetic Aperture Radar (NISAR) Ice Sheets, Glaciers, and Oc...
NISAR NASA-ISRO Synthetic Aperture Radar (NISAR) Ice Sheets, Glaciers, and Oc...NISAR NASA-ISRO Synthetic Aperture Radar (NISAR) Ice Sheets, Glaciers, and Oc...
NISAR NASA-ISRO Synthetic Aperture Radar (NISAR) Ice Sheets, Glaciers, and Oc...Dr. Pankaj Dhussa
 
t4_20110728_IGARSS11_tsutomuy.pdf
t4_20110728_IGARSS11_tsutomuy.pdft4_20110728_IGARSS11_tsutomuy.pdf
t4_20110728_IGARSS11_tsutomuy.pdfgrssieee
 
Grace satellite technology
Grace satellite technologyGrace satellite technology
Grace satellite technologydzbsjk
 
Application of Satellite Geodesy in Environmental and Climate Changes
Application of Satellite Geodesy in Environmental and Climate ChangesApplication of Satellite Geodesy in Environmental and Climate Changes
Application of Satellite Geodesy in Environmental and Climate ChangesAlok Verma
 
SUR-WIND Final Paper
SUR-WIND Final PaperSUR-WIND Final Paper
SUR-WIND Final PaperLaura Carpenter
 
WE2.L10.4: OPERATION ICEBRIDGE: USING INSTRUMENTED AIRCRAFT TO BRIDGE THE OBS...
WE2.L10.4: OPERATION ICEBRIDGE: USING INSTRUMENTED AIRCRAFT TO BRIDGE THE OBS...WE2.L10.4: OPERATION ICEBRIDGE: USING INSTRUMENTED AIRCRAFT TO BRIDGE THE OBS...
WE2.L10.4: OPERATION ICEBRIDGE: USING INSTRUMENTED AIRCRAFT TO BRIDGE THE OBS...grssieee
 
TU2.L10 - THE AQUARIUS/SAC-D MISSION OVERVIEW
TU2.L10 - THE AQUARIUS/SAC-D MISSION OVERVIEWTU2.L10 - THE AQUARIUS/SAC-D MISSION OVERVIEW
TU2.L10 - THE AQUARIUS/SAC-D MISSION OVERVIEWgrssieee
 

Ähnlich wie Glacial Lake Mapping with Very High Resolution Space-borne SAR (20)

Science 2011-rignot-science.1208336
Science 2011-rignot-science.1208336Science 2011-rignot-science.1208336
Science 2011-rignot-science.1208336
 
Radar applications for hydrology
Radar applications for hydrology Radar applications for hydrology
Radar applications for hydrology
 
IGARSS2011presen_final.ppt
IGARSS2011presen_final.pptIGARSS2011presen_final.ppt
IGARSS2011presen_final.ppt
 
4_IGARSS11-Zhou.ppt
4_IGARSS11-Zhou.ppt4_IGARSS11-Zhou.ppt
4_IGARSS11-Zhou.ppt
 
Comparison of satellite imagery based ice drift with wind model for the Caspi...
Comparison of satellite imagery based ice drift with wind model for the Caspi...Comparison of satellite imagery based ice drift with wind model for the Caspi...
Comparison of satellite imagery based ice drift with wind model for the Caspi...
 
Simulated versus Satellite Retrieval Distribution Patterns of the Snow Water ...
Simulated versus Satellite Retrieval Distribution Patterns of the Snow Water ...Simulated versus Satellite Retrieval Distribution Patterns of the Snow Water ...
Simulated versus Satellite Retrieval Distribution Patterns of the Snow Water ...
 
Nuclear Magnetic Ressonance - Water content assessment in glacier ice and ben...
Nuclear Magnetic Ressonance - Water content assessment in glacier ice and ben...Nuclear Magnetic Ressonance - Water content assessment in glacier ice and ben...
Nuclear Magnetic Ressonance - Water content assessment in glacier ice and ben...
 
Computer Vision in Geosciences
Computer Vision in GeosciencesComputer Vision in Geosciences
Computer Vision in Geosciences
 
Measuring sea ice thickness with the LOZA GPR
Measuring sea ice thickness with the LOZA GPRMeasuring sea ice thickness with the LOZA GPR
Measuring sea ice thickness with the LOZA GPR
 
ASPRS Coastal Inundation Mapping_Draft8c
ASPRS Coastal Inundation Mapping_Draft8cASPRS Coastal Inundation Mapping_Draft8c
ASPRS Coastal Inundation Mapping_Draft8c
 
mars_ice_drilling_assessment_v6_for_public_release.pdf
mars_ice_drilling_assessment_v6_for_public_release.pdfmars_ice_drilling_assessment_v6_for_public_release.pdf
mars_ice_drilling_assessment_v6_for_public_release.pdf
 
NISAR NASA-ISRO Synthetic Aperture Radar (NISAR) Ice Sheets, Glaciers, and Oc...
NISAR NASA-ISRO Synthetic Aperture Radar (NISAR) Ice Sheets, Glaciers, and Oc...NISAR NASA-ISRO Synthetic Aperture Radar (NISAR) Ice Sheets, Glaciers, and Oc...
NISAR NASA-ISRO Synthetic Aperture Radar (NISAR) Ice Sheets, Glaciers, and Oc...
 
Monitoring Small Reservoirs in the Volta Basin of Ghana
Monitoring Small Reservoirs in the Volta Basin of GhanaMonitoring Small Reservoirs in the Volta Basin of Ghana
Monitoring Small Reservoirs in the Volta Basin of Ghana
 
t4_20110728_IGARSS11_tsutomuy.pdf
t4_20110728_IGARSS11_tsutomuy.pdft4_20110728_IGARSS11_tsutomuy.pdf
t4_20110728_IGARSS11_tsutomuy.pdf
 
Stumpf et al, 2003
Stumpf et al, 2003Stumpf et al, 2003
Stumpf et al, 2003
 
Grace satellite technology
Grace satellite technologyGrace satellite technology
Grace satellite technology
 
Application of Satellite Geodesy in Environmental and Climate Changes
Application of Satellite Geodesy in Environmental and Climate ChangesApplication of Satellite Geodesy in Environmental and Climate Changes
Application of Satellite Geodesy in Environmental and Climate Changes
 
SUR-WIND Final Paper
SUR-WIND Final PaperSUR-WIND Final Paper
SUR-WIND Final Paper
 
WE2.L10.4: OPERATION ICEBRIDGE: USING INSTRUMENTED AIRCRAFT TO BRIDGE THE OBS...
WE2.L10.4: OPERATION ICEBRIDGE: USING INSTRUMENTED AIRCRAFT TO BRIDGE THE OBS...WE2.L10.4: OPERATION ICEBRIDGE: USING INSTRUMENTED AIRCRAFT TO BRIDGE THE OBS...
WE2.L10.4: OPERATION ICEBRIDGE: USING INSTRUMENTED AIRCRAFT TO BRIDGE THE OBS...
 
TU2.L10 - THE AQUARIUS/SAC-D MISSION OVERVIEW
TU2.L10 - THE AQUARIUS/SAC-D MISSION OVERVIEWTU2.L10 - THE AQUARIUS/SAC-D MISSION OVERVIEW
TU2.L10 - THE AQUARIUS/SAC-D MISSION OVERVIEW
 

Mehr von Global Risk Forum GRFDavos

Disaster Risk Management Knowledge Centre, Brian Doherty
Disaster Risk Management Knowledge Centre, Brian DohertyDisaster Risk Management Knowledge Centre, Brian Doherty
Disaster Risk Management Knowledge Centre, Brian DohertyGlobal Risk Forum GRFDavos
 
Disaster risk reduction and nursing - human science research the view of surv...
Disaster risk reduction and nursing - human science research the view of surv...Disaster risk reduction and nursing - human science research the view of surv...
Disaster risk reduction and nursing - human science research the view of surv...Global Risk Forum GRFDavos
 
Global alliance of disaster research institutes (GADRI) discussion session, A...
Global alliance of disaster research institutes (GADRI) discussion session, A...Global alliance of disaster research institutes (GADRI) discussion session, A...
Global alliance of disaster research institutes (GADRI) discussion session, A...Global Risk Forum GRFDavos
 
Towards a safe, secure and sustainable energy supply the role of resilience i...
Towards a safe, secure and sustainable energy supply the role of resilience i...Towards a safe, secure and sustainable energy supply the role of resilience i...
Towards a safe, secure and sustainable energy supply the role of resilience i...Global Risk Forum GRFDavos
 
Making Hard Choices An Analysis of Settlement Choices and Willingness to Retu...
Making Hard Choices An Analysis of Settlement Choices and Willingness to Retu...Making Hard Choices An Analysis of Settlement Choices and Willingness to Retu...
Making Hard Choices An Analysis of Settlement Choices and Willingness to Retu...Global Risk Forum GRFDavos
 
The Relocation Challenges in Coastal Urban Centers Options and Limitations, A...
The Relocation Challenges in Coastal Urban Centers Options and Limitations, A...The Relocation Challenges in Coastal Urban Centers Options and Limitations, A...
The Relocation Challenges in Coastal Urban Centers Options and Limitations, A...Global Risk Forum GRFDavos
 
C&A Save the Children Urban DRR Project, Ray KANCHARLA
C&A Save the Children Urban DRR Project, Ray KANCHARLAC&A Save the Children Urban DRR Project, Ray KANCHARLA
C&A Save the Children Urban DRR Project, Ray KANCHARLAGlobal Risk Forum GRFDavos
 
Involving the Mining Sector in Achieving Land Degradation Neutrality, Simone ...
Involving the Mining Sector in Achieving Land Degradation Neutrality, Simone ...Involving the Mining Sector in Achieving Land Degradation Neutrality, Simone ...
Involving the Mining Sector in Achieving Land Degradation Neutrality, Simone ...Global Risk Forum GRFDavos
 
Disaster Risk Reduction and Nursing - Human Science research the view of surv...
Disaster Risk Reduction and Nursing - Human Science research the view of surv...Disaster Risk Reduction and Nursing - Human Science research the view of surv...
Disaster Risk Reduction and Nursing - Human Science research the view of surv...Global Risk Forum GRFDavos
 
Training and awareness raising in Critical Infrastructure Protection & Resili...
Training and awareness raising in Critical Infrastructure Protection & Resili...Training and awareness raising in Critical Infrastructure Protection & Resili...
Training and awareness raising in Critical Infrastructure Protection & Resili...Global Risk Forum GRFDavos
 
IDRC Davos 2016 - Workshop Awareness Raising, Education and Training - Capaci...
IDRC Davos 2016 - Workshop Awareness Raising, Education and Training - Capaci...IDRC Davos 2016 - Workshop Awareness Raising, Education and Training - Capaci...
IDRC Davos 2016 - Workshop Awareness Raising, Education and Training - Capaci...Global Risk Forum GRFDavos
 
Global Alliance of Disaster Research Institutes - Hirokazu TATANO
Global Alliance of Disaster Research Institutes - Hirokazu TATANOGlobal Alliance of Disaster Research Institutes - Hirokazu TATANO
Global Alliance of Disaster Research Institutes - Hirokazu TATANOGlobal Risk Forum GRFDavos
 
Capacity Development for DRR, Beatrice PROGIDA
Capacity Development for DRR, Beatrice PROGIDACapacity Development for DRR, Beatrice PROGIDA
Capacity Development for DRR, Beatrice PROGIDAGlobal Risk Forum GRFDavos
 
Dynamic factors influencing the post-disaster resettlement success Lessons fr...
Dynamic factors influencing the post-disaster resettlement success Lessons fr...Dynamic factors influencing the post-disaster resettlement success Lessons fr...
Dynamic factors influencing the post-disaster resettlement success Lessons fr...Global Risk Forum GRFDavos
 
Consequences of the Armed Conflict as a Stressor of Climate Change in Colombi...
Consequences of the Armed Conflict as a Stressor of Climate Change in Colombi...Consequences of the Armed Conflict as a Stressor of Climate Change in Colombi...
Consequences of the Armed Conflict as a Stressor of Climate Change in Colombi...Global Risk Forum GRFDavos
 
Disaster Risk Perception in Cameroon and its Implications for the Rehabilitat...
Disaster Risk Perception in Cameroon and its Implications for the Rehabilitat...Disaster Risk Perception in Cameroon and its Implications for the Rehabilitat...
Disaster Risk Perception in Cameroon and its Implications for the Rehabilitat...Global Risk Forum GRFDavos
 
Systematic Knowledge Sharing of Natural Hazard Damages in Public-private Part...
Systematic Knowledge Sharing of Natural Hazard Damages in Public-private Part...Systematic Knowledge Sharing of Natural Hazard Damages in Public-private Part...
Systematic Knowledge Sharing of Natural Hazard Damages in Public-private Part...Global Risk Forum GRFDavos
 
Exploring the Effectiveness of Humanitarian NGO-Private Sector Collaborations...
Exploring the Effectiveness of Humanitarian NGO-Private Sector Collaborations...Exploring the Effectiveness of Humanitarian NGO-Private Sector Collaborations...
Exploring the Effectiveness of Humanitarian NGO-Private Sector Collaborations...Global Risk Forum GRFDavos
 
Can UK Water Service Providers Manage Risk and Resilience as Part of a Multi-...
Can UK Water Service Providers Manage Risk and Resilience as Part of a Multi-...Can UK Water Service Providers Manage Risk and Resilience as Part of a Multi-...
Can UK Water Service Providers Manage Risk and Resilience as Part of a Multi-...Global Risk Forum GRFDavos
 
A Holistic Approach Towards International Disaster Resilient Architecture by ...
A Holistic Approach Towards International Disaster Resilient Architecture by ...A Holistic Approach Towards International Disaster Resilient Architecture by ...
A Holistic Approach Towards International Disaster Resilient Architecture by ...Global Risk Forum GRFDavos
 

Mehr von Global Risk Forum GRFDavos (20)

Disaster Risk Management Knowledge Centre, Brian Doherty
Disaster Risk Management Knowledge Centre, Brian DohertyDisaster Risk Management Knowledge Centre, Brian Doherty
Disaster Risk Management Knowledge Centre, Brian Doherty
 
Disaster risk reduction and nursing - human science research the view of surv...
Disaster risk reduction and nursing - human science research the view of surv...Disaster risk reduction and nursing - human science research the view of surv...
Disaster risk reduction and nursing - human science research the view of surv...
 
Global alliance of disaster research institutes (GADRI) discussion session, A...
Global alliance of disaster research institutes (GADRI) discussion session, A...Global alliance of disaster research institutes (GADRI) discussion session, A...
Global alliance of disaster research institutes (GADRI) discussion session, A...
 
Towards a safe, secure and sustainable energy supply the role of resilience i...
Towards a safe, secure and sustainable energy supply the role of resilience i...Towards a safe, secure and sustainable energy supply the role of resilience i...
Towards a safe, secure and sustainable energy supply the role of resilience i...
 
Making Hard Choices An Analysis of Settlement Choices and Willingness to Retu...
Making Hard Choices An Analysis of Settlement Choices and Willingness to Retu...Making Hard Choices An Analysis of Settlement Choices and Willingness to Retu...
Making Hard Choices An Analysis of Settlement Choices and Willingness to Retu...
 
The Relocation Challenges in Coastal Urban Centers Options and Limitations, A...
The Relocation Challenges in Coastal Urban Centers Options and Limitations, A...The Relocation Challenges in Coastal Urban Centers Options and Limitations, A...
The Relocation Challenges in Coastal Urban Centers Options and Limitations, A...
 
C&A Save the Children Urban DRR Project, Ray KANCHARLA
C&A Save the Children Urban DRR Project, Ray KANCHARLAC&A Save the Children Urban DRR Project, Ray KANCHARLA
C&A Save the Children Urban DRR Project, Ray KANCHARLA
 
Involving the Mining Sector in Achieving Land Degradation Neutrality, Simone ...
Involving the Mining Sector in Achieving Land Degradation Neutrality, Simone ...Involving the Mining Sector in Achieving Land Degradation Neutrality, Simone ...
Involving the Mining Sector in Achieving Land Degradation Neutrality, Simone ...
 
Disaster Risk Reduction and Nursing - Human Science research the view of surv...
Disaster Risk Reduction and Nursing - Human Science research the view of surv...Disaster Risk Reduction and Nursing - Human Science research the view of surv...
Disaster Risk Reduction and Nursing - Human Science research the view of surv...
 
Training and awareness raising in Critical Infrastructure Protection & Resili...
Training and awareness raising in Critical Infrastructure Protection & Resili...Training and awareness raising in Critical Infrastructure Protection & Resili...
Training and awareness raising in Critical Infrastructure Protection & Resili...
 
IDRC Davos 2016 - Workshop Awareness Raising, Education and Training - Capaci...
IDRC Davos 2016 - Workshop Awareness Raising, Education and Training - Capaci...IDRC Davos 2016 - Workshop Awareness Raising, Education and Training - Capaci...
IDRC Davos 2016 - Workshop Awareness Raising, Education and Training - Capaci...
 
Global Alliance of Disaster Research Institutes - Hirokazu TATANO
Global Alliance of Disaster Research Institutes - Hirokazu TATANOGlobal Alliance of Disaster Research Institutes - Hirokazu TATANO
Global Alliance of Disaster Research Institutes - Hirokazu TATANO
 
Capacity Development for DRR, Beatrice PROGIDA
Capacity Development for DRR, Beatrice PROGIDACapacity Development for DRR, Beatrice PROGIDA
Capacity Development for DRR, Beatrice PROGIDA
 
Dynamic factors influencing the post-disaster resettlement success Lessons fr...
Dynamic factors influencing the post-disaster resettlement success Lessons fr...Dynamic factors influencing the post-disaster resettlement success Lessons fr...
Dynamic factors influencing the post-disaster resettlement success Lessons fr...
 
Consequences of the Armed Conflict as a Stressor of Climate Change in Colombi...
Consequences of the Armed Conflict as a Stressor of Climate Change in Colombi...Consequences of the Armed Conflict as a Stressor of Climate Change in Colombi...
Consequences of the Armed Conflict as a Stressor of Climate Change in Colombi...
 
Disaster Risk Perception in Cameroon and its Implications for the Rehabilitat...
Disaster Risk Perception in Cameroon and its Implications for the Rehabilitat...Disaster Risk Perception in Cameroon and its Implications for the Rehabilitat...
Disaster Risk Perception in Cameroon and its Implications for the Rehabilitat...
 
Systematic Knowledge Sharing of Natural Hazard Damages in Public-private Part...
Systematic Knowledge Sharing of Natural Hazard Damages in Public-private Part...Systematic Knowledge Sharing of Natural Hazard Damages in Public-private Part...
Systematic Knowledge Sharing of Natural Hazard Damages in Public-private Part...
 
Exploring the Effectiveness of Humanitarian NGO-Private Sector Collaborations...
Exploring the Effectiveness of Humanitarian NGO-Private Sector Collaborations...Exploring the Effectiveness of Humanitarian NGO-Private Sector Collaborations...
Exploring the Effectiveness of Humanitarian NGO-Private Sector Collaborations...
 
Can UK Water Service Providers Manage Risk and Resilience as Part of a Multi-...
Can UK Water Service Providers Manage Risk and Resilience as Part of a Multi-...Can UK Water Service Providers Manage Risk and Resilience as Part of a Multi-...
Can UK Water Service Providers Manage Risk and Resilience as Part of a Multi-...
 
A Holistic Approach Towards International Disaster Resilient Architecture by ...
A Holistic Approach Towards International Disaster Resilient Architecture by ...A Holistic Approach Towards International Disaster Resilient Architecture by ...
A Holistic Approach Towards International Disaster Resilient Architecture by ...
 

KĂŒrzlich hochgeladen

Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
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 WorkerThousandEyes
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxKatpro Technologies
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel AraĂșjo
 

KĂŒrzlich hochgeladen (20)

Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
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
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 

Glacial Lake Mapping with Very High Resolution Space-borne SAR

  • 1. Glacial Lake Mapping with very High Resolution Space-borne SAR Andreas Wiesmann 1 , Tazio Strozzi 1 , Andreas KÀÀb 2 1 GAMMA Remote Sensing AG, Switzerland 2 Dep. Geoscience University of Oslo, Norway
  • 2.
  • 3.
  • 4. GLOF in the context of High Alpine Risks Lake Blockage - Dam - Moraine - Landslide - Topography Glacier - runoff - melt - change Timely Occurance Spatially Event - Glacier ice breakoff - Dam break - Landslide - Mass balance change Hazard Change
  • 5. ESA DUE GLOF (ESRIN 22140/08/I-EC) Users
  • 7.
  • 9. Glacier lake mapping with TerraSAR-X
  • 10. DEMs for terrain-corrected geocoding Use SRTM4 for terrain-corrected geocoding of satellite SAR images if any other high-quality DEM (e.g. ~30 m posting and  3 m vertical accuracy) derived from 1:25’000 topographic maps is not available
  • 11. Area of interest in Nepal
  • 12. Satellite SAR Data in Nepal
  • 13. Glacier lake mapping with TerraSAR-X 07.05.2003 21.02.2005
  • 14. Glacier lake mapping with TerraSAR-X 21.02.2005 03.03.2004
  • 15. Imja Tsho lake ERS-1/2 SAR May 1992 ERS-1/2 SAR Apr. 1996 ERS-1/2 SAR Jul. 2001 TerraSAR-X Apr. 2009 TerraSAR-X Oct. 2009 Google Earth May 2003 ALOS PALSAR Nov. 2007 ALOS PALSAR May 2008 ALOS PALSAR Nov. 2009
  • 16. Lower Barun lake ERS-1/2 SAR May 1992 ERS-1/2 SAR Apr. 1996 ERS-1/2 SAR Jul. 2001 TerraSAR-X Apr. 2009 TerraSAR-X Oct. 2009 Google Earth Mar. 2004 ALOS PALSAR Nov. 2007 ALOS PALSAR May 2008 ALOS PALSAR Nov. 2009
  • 17. Lumding Tsho lake ERS-1/2 SAR May 1992 ERS-1/2 SAR Apr. 1996 ERS-1/2 SAR Jul. 2001 TerraSAR-X Apr. 2009 TerraSAR-X Oct. 2009 Google Earth Feb. 2005 ALOS PALSAR Nov. 2007 ALOS PALSAR May 2008 ALOS PALSAR Nov. 2009
  • 18. Tsho Rolpa lake ERS-1/2 SAR May 1992 ERS-1/2 SAR Apr. 1996 ERS-1/2 SAR Jul. 2001 TerraSAR-X Apr. 2009 TerraSAR-X Oct. 2009 Google Earth Feb. 2005 ALOS PALSAR Nov. 2007 ALOS PALSAR May 2008 ALOS PALSAR Nov. 2009
  • 19.
  • 20. Imja Tsho lake TerraSAR-X Apr. 2009 Field survey May 2009 TerraSAR-X Oct. 2009
  • 21. FOCUS requirements (based on BOKU work TajHaz)
  • 22. Satellite SAR Data in Tajikistan
  • 23. Glacier lake mapping in Tajikistan
  • 24. Glacier lake mapping in Tajikistan
  • 25.
  • 26.
  • 27.