SlideShare a Scribd company logo
The relationship between surface data and satellite data Rudy Husar Erin Robinson
Abstract The land surface has optical properties that can change significantly over time and can be affected by particles in the air. Using data extracted from SEAWiFS satellite images with Sean Raffuse's programs, we are now looking at the relationship between satellite data and data monitored from the ground. One specific way we are doing this is by creating a program that reads in a list of latitudes and longitudes for stations collecting PM data and the particular value for that day, this program then finds the correlating pixel on the Aerosol Optical Thickness image (AOT) for the same day. This value is then written out and further analysis can take place. It is interesting to study this relationship because some aerosols travel close to the surface like smog, while other particulate matter like smoke can travel very high up being seen by the satellite, but not by the PM stations on the ground. By looking at both from the ground up and from the satellite down a more complete picture of the aerosol can be obtained.
August 8, 2000:  Idaho Smoke Event
Using IDL Compile PM2.5 Data into a text file Read the text file into the program Using the appropriate AOT file find the pixel that correlates to the appropriate latitude/longitude of the station  Write out the same file with AOT values included
Output from PM_AOTmatch
Pictorial Output
Conclusions and Future Research

More Related Content

PDF
Gurpreet Singh Poster for LURA 2016
PPTX
NOAA's Climate Data Record (CDR) Program
PPT
Poster Nov19 V2
PPT
050405 Epa Satellite
PPTX
Geospatial Analysis and Open Data - Forest and Climate
PPT
Poster Nov19 V1
PPT
100528 satellite obs_china_husar
PDF
Measuring Solar Spectral Energy
Gurpreet Singh Poster for LURA 2016
NOAA's Climate Data Record (CDR) Program
Poster Nov19 V2
050405 Epa Satellite
Geospatial Analysis and Open Data - Forest and Climate
Poster Nov19 V1
100528 satellite obs_china_husar
Measuring Solar Spectral Energy

What's hot (17)

PPT
Team Lesson Plan4.08
PPT
Presentation Boers - Trends in Cloudiness
PPTX
The Climateprediction.net programme, big data climate modelling
PDF
Improving scientific graphics of climate (change) data
PDF
Computer Modeling Capabilities + Challenges for Earth System Predictions
PDF
The Large Interferometer For Exoplanets (LIFE): the science of characterising...
PPTX
Characterization of surface dust emission potential using a pi swerl
PPTX
“How can big data help us live in a changing climate?” by Vincent-Henri Peuch...
PPT
WE2.L10.3: PROSPECTS OF NEW REAL-TIME RADAR APPLICATIONS FOR ENVIRONMENTAL RE...
PDF
SFScon17 - Markus Neteler: "Leveraging the Copernicus Sentinel satellite data...
PPT
2005-10-31 Satellite Aerosol Climatology
PPT
2004-10-15 AIR-257: Satellite Detection of Aerosols: Satellite data and tools...
PPT
4 Sat Rpo Fastnet
PPTX
GENERATING FINE RESOLUTION LEAF AREA INDEX MAPS FOR BOREAL FORESTS OF FINLAND...
PDF
Leaf Area Index (LAI) in the quantification of vegetation disturbance in Iris...
PDF
Approach to understand the solar coronal and chromospheric heating — from Hin...
PDF
Act seminar upload
Team Lesson Plan4.08
Presentation Boers - Trends in Cloudiness
The Climateprediction.net programme, big data climate modelling
Improving scientific graphics of climate (change) data
Computer Modeling Capabilities + Challenges for Earth System Predictions
The Large Interferometer For Exoplanets (LIFE): the science of characterising...
Characterization of surface dust emission potential using a pi swerl
“How can big data help us live in a changing climate?” by Vincent-Henri Peuch...
WE2.L10.3: PROSPECTS OF NEW REAL-TIME RADAR APPLICATIONS FOR ENVIRONMENTAL RE...
SFScon17 - Markus Neteler: "Leveraging the Copernicus Sentinel satellite data...
2005-10-31 Satellite Aerosol Climatology
2004-10-15 AIR-257: Satellite Detection of Aerosols: Satellite data and tools...
4 Sat Rpo Fastnet
GENERATING FINE RESOLUTION LEAF AREA INDEX MAPS FOR BOREAL FORESTS OF FINLAND...
Leaf Area Index (LAI) in the quantification of vegetation disturbance in Iris...
Approach to understand the solar coronal and chromospheric heating — from Hin...
Act seminar upload
Ad

Similar to 2004-11-13 The relationship between surface data and satellite data (20)

PPT
2005-06-06 Satellite Data Us in PM Management: A Retrospective Assessment
PPT
061018 Sea Wi Fs Work
PPT
2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
PPT
2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
PPT
0421026 Visib Satellite
PPT
2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities
PPT
2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities
PPT
2004-11-18 Agricultural Smoke Detection with Satellite and Surface Sensors
PPT
20051031 Biomass Smoke Emissions and Transport: Community-based Satellite and...
PPTX
Air pollution Assessment (GIS,RS Approach)
PPTX
Remote Sensing of Aerosols
PPT
2004-11-18 Multi-Sensory Detection of Agricultural Smoke
PDF
Deep lens for air pollution
PPTX
Remote sensing application in monitoring and management of soil, water and ai...
PPT
2006-10-16 U Wisconsin Seminar
PPTX
AIR POLLUTION MONITORING USING RS
PPT
remote sensing data types, Optical scanners spectrometers and altimeters
PPT
2004-06-24 Satellite Data Us in PM Management: A Retrospective Assessment
PPT
remote sensing data types for soil mapping.ppt
PPT
2005-12-05 Aerosol Characterization Using the SeaWiFS Sensor and Surface Data
2005-06-06 Satellite Data Us in PM Management: A Retrospective Assessment
061018 Sea Wi Fs Work
2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
0421026 Visib Satellite
2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities
2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities
2004-11-18 Agricultural Smoke Detection with Satellite and Surface Sensors
20051031 Biomass Smoke Emissions and Transport: Community-based Satellite and...
Air pollution Assessment (GIS,RS Approach)
Remote Sensing of Aerosols
2004-11-18 Multi-Sensory Detection of Agricultural Smoke
Deep lens for air pollution
Remote sensing application in monitoring and management of soil, water and ai...
2006-10-16 U Wisconsin Seminar
AIR POLLUTION MONITORING USING RS
remote sensing data types, Optical scanners spectrometers and altimeters
2004-06-24 Satellite Data Us in PM Management: A Retrospective Assessment
remote sensing data types for soil mapping.ppt
2005-12-05 Aerosol Characterization Using the SeaWiFS Sensor and Surface Data
Ad

More from Rudolf Husar (20)

PPTX
2013-04-30 EE DSS Approach and Demo
PPTX
Exceptional Event Decision Support System Description
PPTX
130205 epa exc_event_seminar
PPTX
130205 epa ee_presentation_subm
PPT
111018 geo sif_aq_interop
PPT
110823 solta11 intro
PPTX
110823 data fed_solta11
PPT
110510 aq co_p_network
PPT
110509 aq co_p_solta
PPT
110421 exploration of_pm_networks_and_data_over_the_us-_aqs_and_views
PPT
110410 aq user_req_methodology_sydney_subm
PPT
110408 aq co_p_uic_sydney_husar
PPT
110105 htap pilot_aqco_p_esip_dc
PPT
100615 htap network_brussels
PPTX
121117 eedss briefing_nasa_epa
PPTX
120910 nasa satellite_outline
PPTX
120612 geia closure_ofeo_ms_soa_subm
PPTX
110414 extreme dustsmokesulfate
PPT
Aq Gci Infrastructure
PPT
AQ GCI Infrastructure
2013-04-30 EE DSS Approach and Demo
Exceptional Event Decision Support System Description
130205 epa exc_event_seminar
130205 epa ee_presentation_subm
111018 geo sif_aq_interop
110823 solta11 intro
110823 data fed_solta11
110510 aq co_p_network
110509 aq co_p_solta
110421 exploration of_pm_networks_and_data_over_the_us-_aqs_and_views
110410 aq user_req_methodology_sydney_subm
110408 aq co_p_uic_sydney_husar
110105 htap pilot_aqco_p_esip_dc
100615 htap network_brussels
121117 eedss briefing_nasa_epa
120910 nasa satellite_outline
120612 geia closure_ofeo_ms_soa_subm
110414 extreme dustsmokesulfate
Aq Gci Infrastructure
AQ GCI Infrastructure

Recently uploaded (20)

PDF
Optimiser vos workloads AI/ML sur Amazon EC2 et AWS Graviton
PPT
“AI and Expert System Decision Support & Business Intelligence Systems”
PDF
Diabetes mellitus diagnosis method based random forest with bat algorithm
PDF
Spectral efficient network and resource selection model in 5G networks
PPTX
Cloud computing and distributed systems.
PDF
Reach Out and Touch Someone: Haptics and Empathic Computing
PDF
Chapter 3 Spatial Domain Image Processing.pdf
PDF
Machine learning based COVID-19 study performance prediction
PPTX
KOM of Painting work and Equipment Insulation REV00 update 25-dec.pptx
PDF
7 ChatGPT Prompts to Help You Define Your Ideal Customer Profile.pdf
PPTX
ACSFv1EN-58255 AWS Academy Cloud Security Foundations.pptx
PDF
TokAI - TikTok AI Agent : The First AI Application That Analyzes 10,000+ Vira...
PDF
Building Integrated photovoltaic BIPV_UPV.pdf
PDF
Unlocking AI with Model Context Protocol (MCP)
DOCX
The AUB Centre for AI in Media Proposal.docx
PDF
Encapsulation theory and applications.pdf
PPTX
MYSQL Presentation for SQL database connectivity
PDF
Dropbox Q2 2025 Financial Results & Investor Presentation
PPTX
Big Data Technologies - Introduction.pptx
PPTX
sap open course for s4hana steps from ECC to s4
Optimiser vos workloads AI/ML sur Amazon EC2 et AWS Graviton
“AI and Expert System Decision Support & Business Intelligence Systems”
Diabetes mellitus diagnosis method based random forest with bat algorithm
Spectral efficient network and resource selection model in 5G networks
Cloud computing and distributed systems.
Reach Out and Touch Someone: Haptics and Empathic Computing
Chapter 3 Spatial Domain Image Processing.pdf
Machine learning based COVID-19 study performance prediction
KOM of Painting work and Equipment Insulation REV00 update 25-dec.pptx
7 ChatGPT Prompts to Help You Define Your Ideal Customer Profile.pdf
ACSFv1EN-58255 AWS Academy Cloud Security Foundations.pptx
TokAI - TikTok AI Agent : The First AI Application That Analyzes 10,000+ Vira...
Building Integrated photovoltaic BIPV_UPV.pdf
Unlocking AI with Model Context Protocol (MCP)
The AUB Centre for AI in Media Proposal.docx
Encapsulation theory and applications.pdf
MYSQL Presentation for SQL database connectivity
Dropbox Q2 2025 Financial Results & Investor Presentation
Big Data Technologies - Introduction.pptx
sap open course for s4hana steps from ECC to s4

2004-11-13 The relationship between surface data and satellite data

  • 1. The relationship between surface data and satellite data Rudy Husar Erin Robinson
  • 2. Abstract The land surface has optical properties that can change significantly over time and can be affected by particles in the air. Using data extracted from SEAWiFS satellite images with Sean Raffuse's programs, we are now looking at the relationship between satellite data and data monitored from the ground. One specific way we are doing this is by creating a program that reads in a list of latitudes and longitudes for stations collecting PM data and the particular value for that day, this program then finds the correlating pixel on the Aerosol Optical Thickness image (AOT) for the same day. This value is then written out and further analysis can take place. It is interesting to study this relationship because some aerosols travel close to the surface like smog, while other particulate matter like smoke can travel very high up being seen by the satellite, but not by the PM stations on the ground. By looking at both from the ground up and from the satellite down a more complete picture of the aerosol can be obtained.
  • 3. August 8, 2000: Idaho Smoke Event
  • 4. Using IDL Compile PM2.5 Data into a text file Read the text file into the program Using the appropriate AOT file find the pixel that correlates to the appropriate latitude/longitude of the station Write out the same file with AOT values included