SlideShare a Scribd company logo
1
Application of Satellite Data to Rapidly and Effectively
Evaluate Rates of Deformation
Presented by:
June 9, 2021
Presented To:
Dr. Zhong Lu & Dr. Feifei Qu
Steve Young & Hai Pham
Texas Alliance of Groundwater Districts
2
Outline
• Description of InSAR
– How it works
– Satellites (past, present, future)
• Applications
– Houston Area
• Harris, Fort Bend, Wharton & Matagorda counties
– West Texas
• Winkler, Ward, Pecos counties
• Summary
3
Radar - Radio Detection and Ranging
In its simplest form, a radar operates by:
• Sending a signal into space - when
the signal encounters an object
then some of the signal redirected
back to the radar antenna
• Receiving the “echoed” signal back
from the encountered objects
Precise timing of the echo delays allows
determining of the distance and or “range”
4
Synthetic Aperture Radar (SAR)
Radar that bounces a microwave radar signal off the
Earth’s surface to detect physical properties
– Involves a radar antenna moving over target
– Creates two and three-dimensional images of objects
Microwave
Bands X-band C-band L-band
Reflected by
branches
Reflected
by leaves
Reflected
trunks &
ground
Improved Performance for measuring ground surface
5
The interferogram used to create surface of land deformation:
• Over areas of ~100 km x 100 km
• with a horizontal resolution of tens of meters
• with vertical centimeter to sub-centimeter precision
under favorable conditions.
Interferometric SAR - InSAR
•Interferometric synthetic aperture
radar (InSAR) combines information
from two or more radar images of the
same area acquired from at different
times and “interferes” (differences)
them, resulting in maps called
interferograms that show ground
displacement (range change) between
to time periods
6
InSAR: Data Analysis
• Factors
– Topography conditions
– Atmosphere conditions
• clouds
• humidity
– Satellite conditions
• Calculations
– time of travel
– amplitude reduction
– phase shift
7
Remote Sensing: Polar Orbit
passing over Gulf Coast
in evening
passing over Gulf Coast
in morning
8
Radar Satellites
• Sentinel-1A/B are the first set of radar satellites that provide free data;
• Future Missions: NISAR (USA) – 2023; ALOS-4 (Japan) – 2022; Canada, China, Argentina, DLR,
ESA, ….
Japanese
JERS-1
Japanese ALOS-1 ALOS-2
L-Band
German TerraSAR-X
German TanDEM-X
Italian COSMO-SkyMed
X-Band
1992 1995 2002 2006 2007 2008 2010 2014
European ERS-1
European Envisat Sentinel-1A/B
Canadian Radarsat-1 Canadian Radarsat-2
C-Band
European ERS-2
KOMPSAT-5
9
Satellite GAME Changer: NISAR
• Joint mission with U.S. and India
• Available in 2022-2023
• L-band (NASA) / S-band (ISRO)
• 12 revisit days
• ~10 m resolution
• Open data and software – 1 to 2
days after observations
Temporally-dense high-resolution SAR satellite datasets such as NISAR
will provide invaluable opportunities to detect deformation caused by
natural and anthropogenic hazards.
http://nisar.jpl.nasa.gov/ *ISRO – India Space Research Organization
10
Houston Area
Fault traces based on InSAR
(black dashed lines);
Fault traces based on LiDAR
(white lines); (Qu et al., 2019)
11
Wharton County
(Young et al., 2020)
Deformation is average over 2016 to 2019
Sentinel 1 A/B Ascending
Sentinel 1 A/B Ascending
12
Comparison Between Continuous Operating Reference
Stations (CORS) and InSAR Deformation Rates
-3.5 mm/yr
-1.2 mm/yr
-2.2 mm/yr
• Ascending data has 75 to
80 data points from 2016
to 2019
• Slope of blue line
provides deformation
rate
(Young et al., 2020)
13
Continuous Operating Reference Stations (CORS)
CORS
– More than 1,400 sites
– Multi-agency cooperative endeavor
involving hundreds of organizations
– Managed by NOAA/National Geodetic
Survey
– Satellites (past, present, future)
14
Rationale for Low Subsidence Rates: Water Levels
1) Water levels have been relatively
stable the last twenty years at 86
well locations
2) Average for recent annual
productions lower than 1965-1965
averages
(Young et al., 2020)
15
Matagorda County
(Young et al., 2021)
Deformation is average over 2007 to 2010
ALOS-1
16
Winkler County
Measured uplift likely
caused by wastewater injection
(Kim & Lu., 2021)
17
Winkler County
Kim, Lu, Kaufmann, 2018.
• Wink Sink #1 – collapsed 1980 Wink Sink #2 – collapsed 2002
• (average about 5 cm/yr from Oct. 2015 to Feb 2017)
• Greatest subsidence of 53 cm/yr one km east of Wink Sink #2
One Cycle:
18
Ward County
Kim & Lu, 2018.
• Oil & gas are produced from
Yates and Queen Formations at
depths of ~3,000 ft
• Miscible CO2 is injected into the
formations
North Ward Estes Field
19
Pecos County
Kim, Lu, Kaufmann, 2018.
• The neighboring region of Boehmer
Lake (F,G) is subsiding (5 cm for 2.5
years).
• The area along FM 1053 road (H,I)
is subsiding at a rate ~10 cm/year.
• The area around the abandoned oil
(J,K)wells is also subsiding (13 cm
for 2.5 years).
• The subsidence is occurring in
temporally linear fashion regardless
of any seasonal effects.
• High salinity of channels along the
Pecos River near Imperial suggests
that the surface and underground
water interact with the subsurface
salt deposit (Jensen et al., 2006;
Miyamoto et al., 2008)
20
Process for Sinkhole Formation
Kim, Lu, Kaufmann, 2018.
21
InSAR Summary
• Significant advances recently with obtaining and
processing data
• Used to create Surface of Land Deformation
• Areas of ~100 km x 100 km
• Horizontal resolution of tens of meters
• Vertical resolution is centimeters and subcentimeters under
favorable conditions
• Data Availability
– Considerable amount of data can be downloaded at no
costs
– NISAR will be 2022-2023
• Software Availability
– Multiple free packages availability
– Results can be highly sensitive to methodology
22
QUESTIONS ?
Questions ?

More Related Content

What's hot

satellite communication system
satellite communication system satellite communication system
satellite communication system
MD YASIR BASHIR
 
ground penetration rader
ground  penetration raderground  penetration rader
ground penetration rader
Amir Khan
 
Optimising the use of Ground Penetrating Radar(GPR) for quality control of Pa...
Optimising the use of Ground Penetrating Radar(GPR) for quality control of Pa...Optimising the use of Ground Penetrating Radar(GPR) for quality control of Pa...
Optimising the use of Ground Penetrating Radar(GPR) for quality control of Pa...
Himanshu Rao
 
Space Weather
Space WeatherSpace Weather
Sat com
Sat comSat com
Sat com
babak danyal
 
Ground Penetrating Radar (GPR)
Ground Penetrating Radar (GPR) Ground Penetrating Radar (GPR)
Ground Penetrating Radar (GPR)
Abhijit Patil
 
Satellite communication
Satellite communicationSatellite communication
Satellite communication
Er.Dipak kumar Jha
 
Ground penetrating radar
Ground penetrating radarGround penetrating radar
Ground penetrating radar
kasarlanaga
 
Satellite communication
Satellite communication Satellite communication
Satellite communication
Ali Mohseni Ahouei
 
Gpr
GprGpr
Characterizing Landslide Deformation Using InSAR
Characterizing Landslide Deformation Using InSARCharacterizing Landslide Deformation Using InSAR
Characterizing Landslide Deformation Using InSAR
guest06bc949
 
Satellite communication and it's future
Satellite communication and it's futureSatellite communication and it's future
Satellite communication and it's future
Md. Tanvir Hossain
 
Satellite communication
Satellite communicationSatellite communication
Satellite communication
Shruthi Suresh
 
GPS Technology Rahul Jain Presentation
GPS Technology Rahul Jain PresentationGPS Technology Rahul Jain Presentation
GPS Technology Rahul Jain Presentation
Rahul Jain
 
Introduction to satellite communication
Introduction to satellite communicationIntroduction to satellite communication
Introduction to satellite communication
RAVIKIRAN ANANDE
 
Ground Penetrating Radar Survey
Ground Penetrating Radar Survey Ground Penetrating Radar Survey
Ground Penetrating Radar Survey
SSudhaVelan
 
ground penetrating radar
ground penetrating radarground penetrating radar
ground penetrating radar
Gauravate
 
TU1.L09 - RECENT ADVANCES IN FULLY POLARIMETRIC SPACE-SAR SENSOR DESIGN AND I...
TU1.L09 - RECENT ADVANCES IN FULLY POLARIMETRIC SPACE-SAR SENSOR DESIGN AND I...TU1.L09 - RECENT ADVANCES IN FULLY POLARIMETRIC SPACE-SAR SENSOR DESIGN AND I...
TU1.L09 - RECENT ADVANCES IN FULLY POLARIMETRIC SPACE-SAR SENSOR DESIGN AND I...
grssieee
 
Sattelite communication
Sattelite communicationSattelite communication
Sattelite communication
Jamal Shams Khanzada
 

What's hot (19)

satellite communication system
satellite communication system satellite communication system
satellite communication system
 
ground penetration rader
ground  penetration raderground  penetration rader
ground penetration rader
 
Optimising the use of Ground Penetrating Radar(GPR) for quality control of Pa...
Optimising the use of Ground Penetrating Radar(GPR) for quality control of Pa...Optimising the use of Ground Penetrating Radar(GPR) for quality control of Pa...
Optimising the use of Ground Penetrating Radar(GPR) for quality control of Pa...
 
Space Weather
Space WeatherSpace Weather
Space Weather
 
Sat com
Sat comSat com
Sat com
 
Ground Penetrating Radar (GPR)
Ground Penetrating Radar (GPR) Ground Penetrating Radar (GPR)
Ground Penetrating Radar (GPR)
 
Satellite communication
Satellite communicationSatellite communication
Satellite communication
 
Ground penetrating radar
Ground penetrating radarGround penetrating radar
Ground penetrating radar
 
Satellite communication
Satellite communication Satellite communication
Satellite communication
 
Gpr
GprGpr
Gpr
 
Characterizing Landslide Deformation Using InSAR
Characterizing Landslide Deformation Using InSARCharacterizing Landslide Deformation Using InSAR
Characterizing Landslide Deformation Using InSAR
 
Satellite communication and it's future
Satellite communication and it's futureSatellite communication and it's future
Satellite communication and it's future
 
Satellite communication
Satellite communicationSatellite communication
Satellite communication
 
GPS Technology Rahul Jain Presentation
GPS Technology Rahul Jain PresentationGPS Technology Rahul Jain Presentation
GPS Technology Rahul Jain Presentation
 
Introduction to satellite communication
Introduction to satellite communicationIntroduction to satellite communication
Introduction to satellite communication
 
Ground Penetrating Radar Survey
Ground Penetrating Radar Survey Ground Penetrating Radar Survey
Ground Penetrating Radar Survey
 
ground penetrating radar
ground penetrating radarground penetrating radar
ground penetrating radar
 
TU1.L09 - RECENT ADVANCES IN FULLY POLARIMETRIC SPACE-SAR SENSOR DESIGN AND I...
TU1.L09 - RECENT ADVANCES IN FULLY POLARIMETRIC SPACE-SAR SENSOR DESIGN AND I...TU1.L09 - RECENT ADVANCES IN FULLY POLARIMETRIC SPACE-SAR SENSOR DESIGN AND I...
TU1.L09 - RECENT ADVANCES IN FULLY POLARIMETRIC SPACE-SAR SENSOR DESIGN AND I...
 
Sattelite communication
Sattelite communicationSattelite communication
Sattelite communication
 

Similar to Application of Satellite Data to Rapidly and Effectively Evaluate Rates of Deformation

REMOTE SENSING PLATFORMS.ppt
REMOTE SENSING PLATFORMS.pptREMOTE SENSING PLATFORMS.ppt
REMOTE SENSING PLATFORMS.ppt
DivyaPriya700213
 
4_REMOTE SENSING PLATFORMS.ppt
4_REMOTE SENSING PLATFORMS.ppt4_REMOTE SENSING PLATFORMS.ppt
4_REMOTE SENSING PLATFORMS.ppt
DivyaPriya700213
 
remote sensing platforms materials for student
remote sensing platforms materials for studentremote sensing platforms materials for student
remote sensing platforms materials for student
WidyastutiSAA
 
Spaceborne Imagery For Environmental & Disaster Monitoring
Spaceborne Imagery For Environmental & Disaster MonitoringSpaceborne Imagery For Environmental & Disaster Monitoring
Spaceborne Imagery For Environmental & Disaster Monitoring
gpetrie
 
AAS National Conference 2008: Graham Gibbs
AAS National Conference 2008: Graham GibbsAAS National Conference 2008: Graham Gibbs
AAS National Conference 2008: Graham Gibbs
American Astronautical Society
 
Indian Remote Sensing satellites (IRS).pptx
Indian Remote Sensing satellites (IRS).pptxIndian Remote Sensing satellites (IRS).pptx
Indian Remote Sensing satellites (IRS).pptx
sapna kinattinkara
 
class_EXPLOR_TECH.ppt
class_EXPLOR_TECH.pptclass_EXPLOR_TECH.ppt
class_EXPLOR_TECH.ppt
DesalegnTamir
 
Sentinel Satellites
Sentinel SatellitesSentinel Satellites
Sentinel Satellites
Sheikh Maryam
 
Intelligent satellites
Intelligent satellitesIntelligent satellites
Intelligent satellites
Clifford Stone
 
Remote sensing by priyanshu kumar,9608684800
Remote sensing by priyanshu kumar,9608684800Remote sensing by priyanshu kumar,9608684800
Remote sensing by priyanshu kumar,9608684800
PRIYANSHU KUMAR
 
Landsat.pptx
Landsat.pptxLandsat.pptx
Landsat.pptx
Reshma Jeswani
 
SEISMIC FOR EXPLORING SEABED MINERALS AT THE MID-ATLANTIC RIDGE
SEISMIC FOR EXPLORING SEABED MINERALS AT THE MID-ATLANTIC RIDGESEISMIC FOR EXPLORING SEABED MINERALS AT THE MID-ATLANTIC RIDGE
SEISMIC FOR EXPLORING SEABED MINERALS AT THE MID-ATLANTIC RIDGE
iQHub
 
2016.09.19_15.30_Agency_Reports_ISRO.pptx
2016.09.19_15.30_Agency_Reports_ISRO.pptx2016.09.19_15.30_Agency_Reports_ISRO.pptx
2016.09.19_15.30_Agency_Reports_ISRO.pptx
Manasutthasini2
 
Remote sensing systems
Remote sensing systemsRemote sensing systems
Remote sensing systems
Nishant Chaturvedi
 
B0362010014
B0362010014B0362010014
B0362010014
theijes
 
Meteorological Satellites
Meteorological SatellitesMeteorological Satellites
Meteorological Satellites
Manoj Barman
 
Remote Sensing fundamentals
Remote Sensing fundamentalsRemote Sensing fundamentals
Remote Sensing fundamentals
Mohammed_82
 
Remote sensing with all fundamentals
Remote sensing with all  fundamentalsRemote sensing with all  fundamentals
Remote sensing with all fundamentals
Mohammed_82
 
Rs fundamentals
Rs fundamentalsRs fundamentals
Rs fundamentals
Mohammed_82
 
WE4.L10.5: ADVANCES IN NIGHTTIME SATELLITE REMOTE SENSING CAPABILITIES VIA TH...
WE4.L10.5: ADVANCES IN NIGHTTIME SATELLITE REMOTE SENSING CAPABILITIES VIA TH...WE4.L10.5: ADVANCES IN NIGHTTIME SATELLITE REMOTE SENSING CAPABILITIES VIA TH...
WE4.L10.5: ADVANCES IN NIGHTTIME SATELLITE REMOTE SENSING CAPABILITIES VIA TH...
grssieee
 

Similar to Application of Satellite Data to Rapidly and Effectively Evaluate Rates of Deformation (20)

REMOTE SENSING PLATFORMS.ppt
REMOTE SENSING PLATFORMS.pptREMOTE SENSING PLATFORMS.ppt
REMOTE SENSING PLATFORMS.ppt
 
4_REMOTE SENSING PLATFORMS.ppt
4_REMOTE SENSING PLATFORMS.ppt4_REMOTE SENSING PLATFORMS.ppt
4_REMOTE SENSING PLATFORMS.ppt
 
remote sensing platforms materials for student
remote sensing platforms materials for studentremote sensing platforms materials for student
remote sensing platforms materials for student
 
Spaceborne Imagery For Environmental & Disaster Monitoring
Spaceborne Imagery For Environmental & Disaster MonitoringSpaceborne Imagery For Environmental & Disaster Monitoring
Spaceborne Imagery For Environmental & Disaster Monitoring
 
AAS National Conference 2008: Graham Gibbs
AAS National Conference 2008: Graham GibbsAAS National Conference 2008: Graham Gibbs
AAS National Conference 2008: Graham Gibbs
 
Indian Remote Sensing satellites (IRS).pptx
Indian Remote Sensing satellites (IRS).pptxIndian Remote Sensing satellites (IRS).pptx
Indian Remote Sensing satellites (IRS).pptx
 
class_EXPLOR_TECH.ppt
class_EXPLOR_TECH.pptclass_EXPLOR_TECH.ppt
class_EXPLOR_TECH.ppt
 
Sentinel Satellites
Sentinel SatellitesSentinel Satellites
Sentinel Satellites
 
Intelligent satellites
Intelligent satellitesIntelligent satellites
Intelligent satellites
 
Remote sensing by priyanshu kumar,9608684800
Remote sensing by priyanshu kumar,9608684800Remote sensing by priyanshu kumar,9608684800
Remote sensing by priyanshu kumar,9608684800
 
Landsat.pptx
Landsat.pptxLandsat.pptx
Landsat.pptx
 
SEISMIC FOR EXPLORING SEABED MINERALS AT THE MID-ATLANTIC RIDGE
SEISMIC FOR EXPLORING SEABED MINERALS AT THE MID-ATLANTIC RIDGESEISMIC FOR EXPLORING SEABED MINERALS AT THE MID-ATLANTIC RIDGE
SEISMIC FOR EXPLORING SEABED MINERALS AT THE MID-ATLANTIC RIDGE
 
2016.09.19_15.30_Agency_Reports_ISRO.pptx
2016.09.19_15.30_Agency_Reports_ISRO.pptx2016.09.19_15.30_Agency_Reports_ISRO.pptx
2016.09.19_15.30_Agency_Reports_ISRO.pptx
 
Remote sensing systems
Remote sensing systemsRemote sensing systems
Remote sensing systems
 
B0362010014
B0362010014B0362010014
B0362010014
 
Meteorological Satellites
Meteorological SatellitesMeteorological Satellites
Meteorological Satellites
 
Remote Sensing fundamentals
Remote Sensing fundamentalsRemote Sensing fundamentals
Remote Sensing fundamentals
 
Remote sensing with all fundamentals
Remote sensing with all  fundamentalsRemote sensing with all  fundamentals
Remote sensing with all fundamentals
 
Rs fundamentals
Rs fundamentalsRs fundamentals
Rs fundamentals
 
WE4.L10.5: ADVANCES IN NIGHTTIME SATELLITE REMOTE SENSING CAPABILITIES VIA TH...
WE4.L10.5: ADVANCES IN NIGHTTIME SATELLITE REMOTE SENSING CAPABILITIES VIA TH...WE4.L10.5: ADVANCES IN NIGHTTIME SATELLITE REMOTE SENSING CAPABILITIES VIA TH...
WE4.L10.5: ADVANCES IN NIGHTTIME SATELLITE REMOTE SENSING CAPABILITIES VIA TH...
 

More from Texas Alliance of Groundwater Districts

Groundwater Conservation District Index Updates - Julia Stanford
Groundwater Conservation District Index Updates - Julia StanfordGroundwater Conservation District Index Updates - Julia Stanford
Groundwater Conservation District Index Updates - Julia Stanford
Texas Alliance of Groundwater Districts
 
BV Water Smart: Conservation Through Education - Neel Gopal
BV Water Smart: Conservation Through Education - Neel GopalBV Water Smart: Conservation Through Education - Neel Gopal
BV Water Smart: Conservation Through Education - Neel Gopal
Texas Alliance of Groundwater Districts
 
Texas Parks & Wildlife Department Updates - Marty Kelly
Texas Parks & Wildlife Department Updates - Marty KellyTexas Parks & Wildlife Department Updates - Marty Kelly
Texas Parks & Wildlife Department Updates - Marty Kelly
Texas Alliance of Groundwater Districts
 
Project Management for Public Leaders - Adam Conner
Project Management for Public Leaders - Adam ConnerProject Management for Public Leaders - Adam Conner
Project Management for Public Leaders - Adam Conner
Texas Alliance of Groundwater Districts
 
Katherine Romanak - Geologic CO2 Storage.pdf
Katherine Romanak - Geologic CO2 Storage.pdfKatherine Romanak - Geologic CO2 Storage.pdf
Katherine Romanak - Geologic CO2 Storage.pdf
Texas Alliance of Groundwater Districts
 
Bob Reedy - Nitrate in Texas Groundwater.pdf
Bob Reedy - Nitrate in Texas Groundwater.pdfBob Reedy - Nitrate in Texas Groundwater.pdf
Bob Reedy - Nitrate in Texas Groundwater.pdf
Texas Alliance of Groundwater Districts
 
Texas Water Development Board Updates June 2024
Texas Water Development Board Updates June 2024Texas Water Development Board Updates June 2024
Texas Water Development Board Updates June 2024
Texas Alliance of Groundwater Districts
 
Sharlene Leurig - Enabling Onsite Water Use with Net Zero Water
Sharlene Leurig - Enabling Onsite Water Use with Net Zero WaterSharlene Leurig - Enabling Onsite Water Use with Net Zero Water
Sharlene Leurig - Enabling Onsite Water Use with Net Zero Water
Texas Alliance of Groundwater Districts
 
Edwards Aquifer Authority Abandoned Well Program.pdf
Edwards Aquifer Authority Abandoned Well Program.pdfEdwards Aquifer Authority Abandoned Well Program.pdf
Edwards Aquifer Authority Abandoned Well Program.pdf
Texas Alliance of Groundwater Districts
 
Michelle Sutherland - Best Practices in Developing 3D Geologic Models.pdf
Michelle Sutherland - Best Practices in Developing 3D Geologic Models.pdfMichelle Sutherland - Best Practices in Developing 3D Geologic Models.pdf
Michelle Sutherland - Best Practices in Developing 3D Geologic Models.pdf
Texas Alliance of Groundwater Districts
 
Ashley Ausbrooks - Implementing Project Management Tools for GCDs.pdf
Ashley Ausbrooks - Implementing Project Management Tools for GCDs.pdfAshley Ausbrooks - Implementing Project Management Tools for GCDs.pdf
Ashley Ausbrooks - Implementing Project Management Tools for GCDs.pdf
Texas Alliance of Groundwater Districts
 
Abiy Berehe - Texas Commission on Environmental Quality Updates
Abiy Berehe - Texas Commission on Environmental Quality UpdatesAbiy Berehe - Texas Commission on Environmental Quality Updates
Abiy Berehe - Texas Commission on Environmental Quality Updates
Texas Alliance of Groundwater Districts
 
Katherine Romanak - Geologic CO2 Storage.pdf
Katherine Romanak - Geologic CO2 Storage.pdfKatherine Romanak - Geologic CO2 Storage.pdf
Katherine Romanak - Geologic CO2 Storage.pdf
Texas Alliance of Groundwater Districts
 
Railroad Commission Updates - James Harcourt
Railroad Commission Updates - James HarcourtRailroad Commission Updates - James Harcourt
Railroad Commission Updates - James Harcourt
Texas Alliance of Groundwater Districts
 
Borehole Magnetic Resonance for Aquifer Characterization - Jordan Furnans
Borehole Magnetic Resonance for Aquifer Characterization - Jordan FurnansBorehole Magnetic Resonance for Aquifer Characterization - Jordan Furnans
Borehole Magnetic Resonance for Aquifer Characterization - Jordan Furnans
Texas Alliance of Groundwater Districts
 
Panel Discussion on Groundwater Availability Certifications - Madison Huerta
Panel Discussion on Groundwater Availability Certifications - Madison HuertaPanel Discussion on Groundwater Availability Certifications - Madison Huerta
Panel Discussion on Groundwater Availability Certifications - Madison Huerta
Texas Alliance of Groundwater Districts
 
Groundwater Litigation Update - Stacey Reese
Groundwater Litigation Update - Stacey ReeseGroundwater Litigation Update - Stacey Reese
Groundwater Litigation Update - Stacey Reese
Texas Alliance of Groundwater Districts
 
Winter 2024 TWDB Updates - Natalie Ballew
Winter 2024 TWDB Updates - Natalie BallewWinter 2024 TWDB Updates - Natalie Ballew
Winter 2024 TWDB Updates - Natalie Ballew
Texas Alliance of Groundwater Districts
 
Winter 2024 TCEQ Updates for TAGD - Abiy Berehe
Winter 2024 TCEQ Updates for TAGD - Abiy BereheWinter 2024 TCEQ Updates for TAGD - Abiy Berehe
Winter 2024 TCEQ Updates for TAGD - Abiy Berehe
Texas Alliance of Groundwater Districts
 
2023 TAGD Annual Report - Julia Stanford
2023 TAGD Annual Report - Julia Stanford2023 TAGD Annual Report - Julia Stanford
2023 TAGD Annual Report - Julia Stanford
Texas Alliance of Groundwater Districts
 

More from Texas Alliance of Groundwater Districts (20)

Groundwater Conservation District Index Updates - Julia Stanford
Groundwater Conservation District Index Updates - Julia StanfordGroundwater Conservation District Index Updates - Julia Stanford
Groundwater Conservation District Index Updates - Julia Stanford
 
BV Water Smart: Conservation Through Education - Neel Gopal
BV Water Smart: Conservation Through Education - Neel GopalBV Water Smart: Conservation Through Education - Neel Gopal
BV Water Smart: Conservation Through Education - Neel Gopal
 
Texas Parks & Wildlife Department Updates - Marty Kelly
Texas Parks & Wildlife Department Updates - Marty KellyTexas Parks & Wildlife Department Updates - Marty Kelly
Texas Parks & Wildlife Department Updates - Marty Kelly
 
Project Management for Public Leaders - Adam Conner
Project Management for Public Leaders - Adam ConnerProject Management for Public Leaders - Adam Conner
Project Management for Public Leaders - Adam Conner
 
Katherine Romanak - Geologic CO2 Storage.pdf
Katherine Romanak - Geologic CO2 Storage.pdfKatherine Romanak - Geologic CO2 Storage.pdf
Katherine Romanak - Geologic CO2 Storage.pdf
 
Bob Reedy - Nitrate in Texas Groundwater.pdf
Bob Reedy - Nitrate in Texas Groundwater.pdfBob Reedy - Nitrate in Texas Groundwater.pdf
Bob Reedy - Nitrate in Texas Groundwater.pdf
 
Texas Water Development Board Updates June 2024
Texas Water Development Board Updates June 2024Texas Water Development Board Updates June 2024
Texas Water Development Board Updates June 2024
 
Sharlene Leurig - Enabling Onsite Water Use with Net Zero Water
Sharlene Leurig - Enabling Onsite Water Use with Net Zero WaterSharlene Leurig - Enabling Onsite Water Use with Net Zero Water
Sharlene Leurig - Enabling Onsite Water Use with Net Zero Water
 
Edwards Aquifer Authority Abandoned Well Program.pdf
Edwards Aquifer Authority Abandoned Well Program.pdfEdwards Aquifer Authority Abandoned Well Program.pdf
Edwards Aquifer Authority Abandoned Well Program.pdf
 
Michelle Sutherland - Best Practices in Developing 3D Geologic Models.pdf
Michelle Sutherland - Best Practices in Developing 3D Geologic Models.pdfMichelle Sutherland - Best Practices in Developing 3D Geologic Models.pdf
Michelle Sutherland - Best Practices in Developing 3D Geologic Models.pdf
 
Ashley Ausbrooks - Implementing Project Management Tools for GCDs.pdf
Ashley Ausbrooks - Implementing Project Management Tools for GCDs.pdfAshley Ausbrooks - Implementing Project Management Tools for GCDs.pdf
Ashley Ausbrooks - Implementing Project Management Tools for GCDs.pdf
 
Abiy Berehe - Texas Commission on Environmental Quality Updates
Abiy Berehe - Texas Commission on Environmental Quality UpdatesAbiy Berehe - Texas Commission on Environmental Quality Updates
Abiy Berehe - Texas Commission on Environmental Quality Updates
 
Katherine Romanak - Geologic CO2 Storage.pdf
Katherine Romanak - Geologic CO2 Storage.pdfKatherine Romanak - Geologic CO2 Storage.pdf
Katherine Romanak - Geologic CO2 Storage.pdf
 
Railroad Commission Updates - James Harcourt
Railroad Commission Updates - James HarcourtRailroad Commission Updates - James Harcourt
Railroad Commission Updates - James Harcourt
 
Borehole Magnetic Resonance for Aquifer Characterization - Jordan Furnans
Borehole Magnetic Resonance for Aquifer Characterization - Jordan FurnansBorehole Magnetic Resonance for Aquifer Characterization - Jordan Furnans
Borehole Magnetic Resonance for Aquifer Characterization - Jordan Furnans
 
Panel Discussion on Groundwater Availability Certifications - Madison Huerta
Panel Discussion on Groundwater Availability Certifications - Madison HuertaPanel Discussion on Groundwater Availability Certifications - Madison Huerta
Panel Discussion on Groundwater Availability Certifications - Madison Huerta
 
Groundwater Litigation Update - Stacey Reese
Groundwater Litigation Update - Stacey ReeseGroundwater Litigation Update - Stacey Reese
Groundwater Litigation Update - Stacey Reese
 
Winter 2024 TWDB Updates - Natalie Ballew
Winter 2024 TWDB Updates - Natalie BallewWinter 2024 TWDB Updates - Natalie Ballew
Winter 2024 TWDB Updates - Natalie Ballew
 
Winter 2024 TCEQ Updates for TAGD - Abiy Berehe
Winter 2024 TCEQ Updates for TAGD - Abiy BereheWinter 2024 TCEQ Updates for TAGD - Abiy Berehe
Winter 2024 TCEQ Updates for TAGD - Abiy Berehe
 
2023 TAGD Annual Report - Julia Stanford
2023 TAGD Annual Report - Julia Stanford2023 TAGD Annual Report - Julia Stanford
2023 TAGD Annual Report - Julia Stanford
 

Recently uploaded

Republic of Ethiopia EPA (2003) Ambient Environment Standards for Ethiopia.pdf
Republic of Ethiopia EPA (2003) Ambient Environment Standards for Ethiopia.pdfRepublic of Ethiopia EPA (2003) Ambient Environment Standards for Ethiopia.pdf
Republic of Ethiopia EPA (2003) Ambient Environment Standards for Ethiopia.pdf
Abraham Lebeza
 
Good Agricultural Practices Presentation PDF.pdf
Good Agricultural Practices Presentation PDF.pdfGood Agricultural Practices Presentation PDF.pdf
Good Agricultural Practices Presentation PDF.pdf
ronnelapilado23
 
一比一原版美国南加州大学毕业证(usc学位证)如何办理
一比一原版美国南加州大学毕业证(usc学位证)如何办理一比一原版美国南加州大学毕业证(usc学位证)如何办理
一比一原版美国南加州大学毕业证(usc学位证)如何办理
43ekmxzp
 
21321321321sfsdfdsfsdfsdfsfddsfppt ai.pptx
21321321321sfsdfdsfsdfsdfsfddsfppt ai.pptx21321321321sfsdfdsfsdfsdfsfddsfppt ai.pptx
21321321321sfsdfdsfsdfsdfsfddsfppt ai.pptx
JustineGarcia32
 
学校原版(unuk学位证书)英国牛津布鲁克斯大学毕业证硕士文凭原版一模一样
学校原版(unuk学位证书)英国牛津布鲁克斯大学毕业证硕士文凭原版一模一样学校原版(unuk学位证书)英国牛津布鲁克斯大学毕业证硕士文凭原版一模一样
学校原版(unuk学位证书)英国牛津布鲁克斯大学毕业证硕士文凭原版一模一样
ehfyqtu
 
一比一原版美国堪萨斯大学毕业证(KU学位证)如何办理
一比一原版美国堪萨斯大学毕业证(KU学位证)如何办理一比一原版美国堪萨斯大学毕业证(KU学位证)如何办理
一比一原版美国堪萨斯大学毕业证(KU学位证)如何办理
7kvwgv0y
 
一比一原版西澳大学毕业证学历证书如何办理
一比一原版西澳大学毕业证学历证书如何办理一比一原版西澳大学毕业证学历证书如何办理
一比一原版西澳大学毕业证学历证书如何办理
yxfus
 
快速办理(Calabria毕业证书)卡拉布里亚大学毕业证在读证明一模一样
快速办理(Calabria毕业证书)卡拉布里亚大学毕业证在读证明一模一样快速办理(Calabria毕业证书)卡拉布里亚大学毕业证在读证明一模一样
快速办理(Calabria毕业证书)卡拉布里亚大学毕业证在读证明一模一样
astuz
 
Emerging Earth Observation methods for monitoring sustainable food production
Emerging Earth Observation methods for monitoring sustainable food productionEmerging Earth Observation methods for monitoring sustainable food production
Emerging Earth Observation methods for monitoring sustainable food production
CIFOR-ICRAF
 
原版制作(UPSaclay毕业证书)巴黎萨克雷大学毕业证PDF成绩单一模一样
原版制作(UPSaclay毕业证书)巴黎萨克雷大学毕业证PDF成绩单一模一样原版制作(UPSaclay毕业证书)巴黎萨克雷大学毕业证PDF成绩单一模一样
原版制作(UPSaclay毕业证书)巴黎萨克雷大学毕业证PDF成绩单一模一样
astuz
 
一比一原版美国加州大学欧文分校毕业证(uci学位证)如何办理
一比一原版美国加州大学欧文分校毕业证(uci学位证)如何办理一比一原版美国加州大学欧文分校毕业证(uci学位证)如何办理
一比一原版美国加州大学欧文分校毕业证(uci学位证)如何办理
twqryq79
 
Call Girls Kolkata 7339748667 Independent Call Girl Service Kolkata
Call Girls Kolkata 7339748667 Independent Call Girl Service KolkataCall Girls Kolkata 7339748667 Independent Call Girl Service Kolkata
Call Girls Kolkata 7339748667 Independent Call Girl Service Kolkata
namratasinha41
 
一比一原版(unuk毕业证书)英国诺丁汉大学毕业证如何办理
一比一原版(unuk毕业证书)英国诺丁汉大学毕业证如何办理一比一原版(unuk毕业证书)英国诺丁汉大学毕业证如何办理
一比一原版(unuk毕业证书)英国诺丁汉大学毕业证如何办理
evtena
 
一比一原版(Glasgow毕业证)英国格拉斯哥大学毕业证如何办理
一比一原版(Glasgow毕业证)英国格拉斯哥大学毕业证如何办理一比一原版(Glasgow毕业证)英国格拉斯哥大学毕业证如何办理
一比一原版(Glasgow毕业证)英国格拉斯哥大学毕业证如何办理
aonx8o5f
 
一比一原版美国南加州大学毕业证如何办理
一比一原版美国南加州大学毕业证如何办理一比一原版美国南加州大学毕业证如何办理
一比一原版美国南加州大学毕业证如何办理
yfvet
 
GFW Office Hours: How to Use Planet Imagery on Global Forest Watch_June 11, 2024
GFW Office Hours: How to Use Planet Imagery on Global Forest Watch_June 11, 2024GFW Office Hours: How to Use Planet Imagery on Global Forest Watch_June 11, 2024
GFW Office Hours: How to Use Planet Imagery on Global Forest Watch_June 11, 2024
Global Forest Watch
 
Call Girls Dehradun +91-8094342248 Vip Call Girls Dehradun
Call Girls Dehradun +91-8094342248 Vip Call Girls DehradunCall Girls Dehradun +91-8094342248 Vip Call Girls Dehradun
Call Girls Dehradun +91-8094342248 Vip Call Girls Dehradun
teenagarg #v08
 
原版制作(Manitoba毕业证书)曼尼托巴大学毕业证学位证一模一样
原版制作(Manitoba毕业证书)曼尼托巴大学毕业证学位证一模一样原版制作(Manitoba毕业证书)曼尼托巴大学毕业证学位证一模一样
原版制作(Manitoba毕业证书)曼尼托巴大学毕业证学位证一模一样
mvrpcz6
 
Notes on National Green Tribunal, Environmental laws
Notes on National Green Tribunal, Environmental lawsNotes on National Green Tribunal, Environmental laws
Notes on National Green Tribunal, Environmental laws
sforsidd
 
一比一原版美国丹佛大学毕业证(ud学位证)如何办理
一比一原版美国丹佛大学毕业证(ud学位证)如何办理一比一原版美国丹佛大学毕业证(ud学位证)如何办理
一比一原版美国丹佛大学毕业证(ud学位证)如何办理
43ekmxzp
 

Recently uploaded (20)

Republic of Ethiopia EPA (2003) Ambient Environment Standards for Ethiopia.pdf
Republic of Ethiopia EPA (2003) Ambient Environment Standards for Ethiopia.pdfRepublic of Ethiopia EPA (2003) Ambient Environment Standards for Ethiopia.pdf
Republic of Ethiopia EPA (2003) Ambient Environment Standards for Ethiopia.pdf
 
Good Agricultural Practices Presentation PDF.pdf
Good Agricultural Practices Presentation PDF.pdfGood Agricultural Practices Presentation PDF.pdf
Good Agricultural Practices Presentation PDF.pdf
 
一比一原版美国南加州大学毕业证(usc学位证)如何办理
一比一原版美国南加州大学毕业证(usc学位证)如何办理一比一原版美国南加州大学毕业证(usc学位证)如何办理
一比一原版美国南加州大学毕业证(usc学位证)如何办理
 
21321321321sfsdfdsfsdfsdfsfddsfppt ai.pptx
21321321321sfsdfdsfsdfsdfsfddsfppt ai.pptx21321321321sfsdfdsfsdfsdfsfddsfppt ai.pptx
21321321321sfsdfdsfsdfsdfsfddsfppt ai.pptx
 
学校原版(unuk学位证书)英国牛津布鲁克斯大学毕业证硕士文凭原版一模一样
学校原版(unuk学位证书)英国牛津布鲁克斯大学毕业证硕士文凭原版一模一样学校原版(unuk学位证书)英国牛津布鲁克斯大学毕业证硕士文凭原版一模一样
学校原版(unuk学位证书)英国牛津布鲁克斯大学毕业证硕士文凭原版一模一样
 
一比一原版美国堪萨斯大学毕业证(KU学位证)如何办理
一比一原版美国堪萨斯大学毕业证(KU学位证)如何办理一比一原版美国堪萨斯大学毕业证(KU学位证)如何办理
一比一原版美国堪萨斯大学毕业证(KU学位证)如何办理
 
一比一原版西澳大学毕业证学历证书如何办理
一比一原版西澳大学毕业证学历证书如何办理一比一原版西澳大学毕业证学历证书如何办理
一比一原版西澳大学毕业证学历证书如何办理
 
快速办理(Calabria毕业证书)卡拉布里亚大学毕业证在读证明一模一样
快速办理(Calabria毕业证书)卡拉布里亚大学毕业证在读证明一模一样快速办理(Calabria毕业证书)卡拉布里亚大学毕业证在读证明一模一样
快速办理(Calabria毕业证书)卡拉布里亚大学毕业证在读证明一模一样
 
Emerging Earth Observation methods for monitoring sustainable food production
Emerging Earth Observation methods for monitoring sustainable food productionEmerging Earth Observation methods for monitoring sustainable food production
Emerging Earth Observation methods for monitoring sustainable food production
 
原版制作(UPSaclay毕业证书)巴黎萨克雷大学毕业证PDF成绩单一模一样
原版制作(UPSaclay毕业证书)巴黎萨克雷大学毕业证PDF成绩单一模一样原版制作(UPSaclay毕业证书)巴黎萨克雷大学毕业证PDF成绩单一模一样
原版制作(UPSaclay毕业证书)巴黎萨克雷大学毕业证PDF成绩单一模一样
 
一比一原版美国加州大学欧文分校毕业证(uci学位证)如何办理
一比一原版美国加州大学欧文分校毕业证(uci学位证)如何办理一比一原版美国加州大学欧文分校毕业证(uci学位证)如何办理
一比一原版美国加州大学欧文分校毕业证(uci学位证)如何办理
 
Call Girls Kolkata 7339748667 Independent Call Girl Service Kolkata
Call Girls Kolkata 7339748667 Independent Call Girl Service KolkataCall Girls Kolkata 7339748667 Independent Call Girl Service Kolkata
Call Girls Kolkata 7339748667 Independent Call Girl Service Kolkata
 
一比一原版(unuk毕业证书)英国诺丁汉大学毕业证如何办理
一比一原版(unuk毕业证书)英国诺丁汉大学毕业证如何办理一比一原版(unuk毕业证书)英国诺丁汉大学毕业证如何办理
一比一原版(unuk毕业证书)英国诺丁汉大学毕业证如何办理
 
一比一原版(Glasgow毕业证)英国格拉斯哥大学毕业证如何办理
一比一原版(Glasgow毕业证)英国格拉斯哥大学毕业证如何办理一比一原版(Glasgow毕业证)英国格拉斯哥大学毕业证如何办理
一比一原版(Glasgow毕业证)英国格拉斯哥大学毕业证如何办理
 
一比一原版美国南加州大学毕业证如何办理
一比一原版美国南加州大学毕业证如何办理一比一原版美国南加州大学毕业证如何办理
一比一原版美国南加州大学毕业证如何办理
 
GFW Office Hours: How to Use Planet Imagery on Global Forest Watch_June 11, 2024
GFW Office Hours: How to Use Planet Imagery on Global Forest Watch_June 11, 2024GFW Office Hours: How to Use Planet Imagery on Global Forest Watch_June 11, 2024
GFW Office Hours: How to Use Planet Imagery on Global Forest Watch_June 11, 2024
 
Call Girls Dehradun +91-8094342248 Vip Call Girls Dehradun
Call Girls Dehradun +91-8094342248 Vip Call Girls DehradunCall Girls Dehradun +91-8094342248 Vip Call Girls Dehradun
Call Girls Dehradun +91-8094342248 Vip Call Girls Dehradun
 
原版制作(Manitoba毕业证书)曼尼托巴大学毕业证学位证一模一样
原版制作(Manitoba毕业证书)曼尼托巴大学毕业证学位证一模一样原版制作(Manitoba毕业证书)曼尼托巴大学毕业证学位证一模一样
原版制作(Manitoba毕业证书)曼尼托巴大学毕业证学位证一模一样
 
Notes on National Green Tribunal, Environmental laws
Notes on National Green Tribunal, Environmental lawsNotes on National Green Tribunal, Environmental laws
Notes on National Green Tribunal, Environmental laws
 
一比一原版美国丹佛大学毕业证(ud学位证)如何办理
一比一原版美国丹佛大学毕业证(ud学位证)如何办理一比一原版美国丹佛大学毕业证(ud学位证)如何办理
一比一原版美国丹佛大学毕业证(ud学位证)如何办理
 

Application of Satellite Data to Rapidly and Effectively Evaluate Rates of Deformation

  • 1. 1 Application of Satellite Data to Rapidly and Effectively Evaluate Rates of Deformation Presented by: June 9, 2021 Presented To: Dr. Zhong Lu & Dr. Feifei Qu Steve Young & Hai Pham Texas Alliance of Groundwater Districts
  • 2. 2 Outline • Description of InSAR – How it works – Satellites (past, present, future) • Applications – Houston Area • Harris, Fort Bend, Wharton & Matagorda counties – West Texas • Winkler, Ward, Pecos counties • Summary
  • 3. 3 Radar - Radio Detection and Ranging In its simplest form, a radar operates by: • Sending a signal into space - when the signal encounters an object then some of the signal redirected back to the radar antenna • Receiving the “echoed” signal back from the encountered objects Precise timing of the echo delays allows determining of the distance and or “range”
  • 4. 4 Synthetic Aperture Radar (SAR) Radar that bounces a microwave radar signal off the Earth’s surface to detect physical properties – Involves a radar antenna moving over target – Creates two and three-dimensional images of objects Microwave Bands X-band C-band L-band Reflected by branches Reflected by leaves Reflected trunks & ground Improved Performance for measuring ground surface
  • 5. 5 The interferogram used to create surface of land deformation: • Over areas of ~100 km x 100 km • with a horizontal resolution of tens of meters • with vertical centimeter to sub-centimeter precision under favorable conditions. Interferometric SAR - InSAR •Interferometric synthetic aperture radar (InSAR) combines information from two or more radar images of the same area acquired from at different times and “interferes” (differences) them, resulting in maps called interferograms that show ground displacement (range change) between to time periods
  • 6. 6 InSAR: Data Analysis • Factors – Topography conditions – Atmosphere conditions • clouds • humidity – Satellite conditions • Calculations – time of travel – amplitude reduction – phase shift
  • 7. 7 Remote Sensing: Polar Orbit passing over Gulf Coast in evening passing over Gulf Coast in morning
  • 8. 8 Radar Satellites • Sentinel-1A/B are the first set of radar satellites that provide free data; • Future Missions: NISAR (USA) – 2023; ALOS-4 (Japan) – 2022; Canada, China, Argentina, DLR, ESA, …. Japanese JERS-1 Japanese ALOS-1 ALOS-2 L-Band German TerraSAR-X German TanDEM-X Italian COSMO-SkyMed X-Band 1992 1995 2002 2006 2007 2008 2010 2014 European ERS-1 European Envisat Sentinel-1A/B Canadian Radarsat-1 Canadian Radarsat-2 C-Band European ERS-2 KOMPSAT-5
  • 9. 9 Satellite GAME Changer: NISAR • Joint mission with U.S. and India • Available in 2022-2023 • L-band (NASA) / S-band (ISRO) • 12 revisit days • ~10 m resolution • Open data and software – 1 to 2 days after observations Temporally-dense high-resolution SAR satellite datasets such as NISAR will provide invaluable opportunities to detect deformation caused by natural and anthropogenic hazards. http://nisar.jpl.nasa.gov/ *ISRO – India Space Research Organization
  • 10. 10 Houston Area Fault traces based on InSAR (black dashed lines); Fault traces based on LiDAR (white lines); (Qu et al., 2019)
  • 11. 11 Wharton County (Young et al., 2020) Deformation is average over 2016 to 2019 Sentinel 1 A/B Ascending Sentinel 1 A/B Ascending
  • 12. 12 Comparison Between Continuous Operating Reference Stations (CORS) and InSAR Deformation Rates -3.5 mm/yr -1.2 mm/yr -2.2 mm/yr • Ascending data has 75 to 80 data points from 2016 to 2019 • Slope of blue line provides deformation rate (Young et al., 2020)
  • 13. 13 Continuous Operating Reference Stations (CORS) CORS – More than 1,400 sites – Multi-agency cooperative endeavor involving hundreds of organizations – Managed by NOAA/National Geodetic Survey – Satellites (past, present, future)
  • 14. 14 Rationale for Low Subsidence Rates: Water Levels 1) Water levels have been relatively stable the last twenty years at 86 well locations 2) Average for recent annual productions lower than 1965-1965 averages (Young et al., 2020)
  • 15. 15 Matagorda County (Young et al., 2021) Deformation is average over 2007 to 2010 ALOS-1
  • 16. 16 Winkler County Measured uplift likely caused by wastewater injection (Kim & Lu., 2021)
  • 17. 17 Winkler County Kim, Lu, Kaufmann, 2018. • Wink Sink #1 – collapsed 1980 Wink Sink #2 – collapsed 2002 • (average about 5 cm/yr from Oct. 2015 to Feb 2017) • Greatest subsidence of 53 cm/yr one km east of Wink Sink #2 One Cycle:
  • 18. 18 Ward County Kim & Lu, 2018. • Oil & gas are produced from Yates and Queen Formations at depths of ~3,000 ft • Miscible CO2 is injected into the formations North Ward Estes Field
  • 19. 19 Pecos County Kim, Lu, Kaufmann, 2018. • The neighboring region of Boehmer Lake (F,G) is subsiding (5 cm for 2.5 years). • The area along FM 1053 road (H,I) is subsiding at a rate ~10 cm/year. • The area around the abandoned oil (J,K)wells is also subsiding (13 cm for 2.5 years). • The subsidence is occurring in temporally linear fashion regardless of any seasonal effects. • High salinity of channels along the Pecos River near Imperial suggests that the surface and underground water interact with the subsurface salt deposit (Jensen et al., 2006; Miyamoto et al., 2008)
  • 20. 20 Process for Sinkhole Formation Kim, Lu, Kaufmann, 2018.
  • 21. 21 InSAR Summary • Significant advances recently with obtaining and processing data • Used to create Surface of Land Deformation • Areas of ~100 km x 100 km • Horizontal resolution of tens of meters • Vertical resolution is centimeters and subcentimeters under favorable conditions • Data Availability – Considerable amount of data can be downloaded at no costs – NISAR will be 2022-2023 • Software Availability – Multiple free packages availability – Results can be highly sensitive to methodology