Potential for Satellite and Aircraft Remote Sensing Within ... 11 ATD...Map derived from ASTER LULC classification with HAZUS-MH lookup table (z. 0. LUT, in meters) Oklahoma City Surface

1. Satellite data products 2. Land Data Assimilation products 3. Future missions 4. Aircraft Data Products

Outline

Michael F. Jasinski NASA Goddard Space Flight Center

Potential for Satellite and Aircraft Remote Sensing Within a Joint Urban Test Bed

Atmospheric Transport and Dispersion Modeling Conference George Mason University

July 17, 2007

NASA Earth Science Research Objectives (from 2007 NASA Science Plan)

NASA Observing Spacecraft for Earth

System Research

CloudSat CALIPSO

OMI absorbing aerosol

aerosol profiles, cloud tops

thick clouds drizzle polarization,

multi-angle CERES: TOA fluxes MODIS: cloud re, AMSR: LWP O2 A-band

Earth Observation System A-Train: Aerosol/Clouds/Radiation

EOS Data Products

Data and Information Services

Monthly Mean Cloud Fraction during Daytime (M. D. King, S. Platnick, S. A. Ackerman et al. NASA GSFC, U Wisc.)

April 2003 (Collection 4)

Monthly Mean Cloud Optical Thickness (M. D. King, S. Platnick et al. NASA GSFC)

April 2003 (Collection 4)

MODIS Monthly Mean Aerosol Optical Thickness (Y. J. Kaufman, D. Tanr, L. A. Remer NASA GSFC, Univ. of Lille)

Terra September 2000 Fine Mode Industrial pollution

China, India, US, Europe Smoke from biomass

burning Brazil and Bolivia southern Africa (DRC,

Angola, Zambia) Australia, Borneo

Coarse Mode Desert dust

Sahara, Arabian Sea Sea salt

Southern ocean

3-hourly merged real-time global 7-day global

TRMM Rainfall

Figure 1. 22 March 2003 Pentad SWE from AMSR-E X1 calibrated data. A forest correction has been made. After Chang et al,, 2003, IEEE TGRS.

Snow Water Equivalent (AMSR-E)

Figure 2. Jan 16, 2002 SWE, after Kelly

Soil Moisture (TMI and AMSR-E)

Zero-plane displacement height

z0/h d0/h

Jasinski, Borak and Crago, Agriculture and Forest Meteorology, 133(2005), 55-68

Vegetation aerodynamic roughness from MODIS

Normalized roughness length

June 10, 2002 June 10, 2002

Map derived from ASTER LULC classification with HAZUS-MH lookup table (z0 LUT, in meters)

Oklahoma City Surface Roughness (ASTER)

Tall-building areas (Central Business District, CBD) with high surface roughness (> 2 m) are still grouped into a catch-all class commercial, industrial, transportation with the z0 value of 0.373 m which is too low.

Efforts are underway to separate the CBD areas using the ASTER LULC classification and elevation data.

Contributed by S. Blonski, J. Spruce, J. Bergland, Stennis Space Center

Sensor Technology Horizontal Resolution

Repeat Frequency

Swath Width

Precipitation TRMM Precip Radar (JAXA) TMI, VIRS

5 km 0.25x0.25deg

daily 247 km 878 km

Soil moisture SSMI AMSR-E

Multifrequency Radiometers

12-56 km

5-day

1445 km

Groundwater GRACE gravity 100,000 km2 30 days -

Lake/reservoir levels

Topex/ Poseidon Jason-1

Altimetric radar 350 m 10 day Single track

Evaporation MODIS Visible/NIR 250-1000m 1-2 days

Stream discharge

Topex Poseidon Jason-1

Altimetric radar 350m 10-day Single track

Snow water equivalent

SSMI AMSR-E

Multifrequency Radiometers

12-56 km

5-day

1445 km

Snow cover MODIS Vis/NIR 250-1000m 1-2 days 2330 km

roughness MODIS 1 km monthly

Summary Space-Based Hydrologic Observations - Current Capability

Land Data Assimilation Products

Weather/ Climate

Water

Resources

Homeland Security

Military

Ops

Natural Hazards

Applications

Topography, Soils

Land Cover, Vegetation Properties

Meteorological Forecasts,

Re-Analyses, and/or Observations

Satellite Snow Soil Moisture Temperature

Land Surface Models (CLM, Noah, VIC)

Data Assimilation Modules

Soil Moisture &

Temperature

Evaporation Sensible Heat

Flux

Runoff

Snowpack Properties

Inputs Outputs Physics

Land Information System Global Land Data Assimilation System

(LIS/GLDAS)

http://lis.gsfc.nasa.gov

- Data assimilation capability - Regional to Global; 1 km to 0.25 degree - Offline or coupled modes

Peters-Lidard, NASA GSFC

LIS/GLDAS Typical Results Eastern United States, June 12, 2001, 3 PM

Input Output

Precipitation

Net shortwave radiation Root-zone soil moisture

Surface evaporation

Future Missions

Currently Planned NASA Missions

Timeframe 2013-2016

Timeframe 2010-2013

Timeframe 2016-2020

Additional NASA Missions Recommended in NRC Decadal Survey

Unmanned Aircraft Systems (UAS) for Earth Science

Paul A. Newman NASA/GSFC

Dr. David Fahey (NOAA/ESRL) Dr. James Elkins (NOAA/ESRL) Dr. Dale Hurst (NOAA/ESRL)

Mr. Michael Craig (NASA/ARC) Mr. Chris Jennison (NASA/Dryden) Mr. Robert Curry (NASA/Dryden) Col. Andrew Roberts (NASA/HQ)

Ms. Cheryl Yuhas (NASA/HQ)

Role of aircraft

Prototype instrument test-beds, algorithm development Process studies for focused science questions Satellite validation Monitoring and Applications

Validation Example: Tropical Composition, Cloud and Climate Coupling (TC4)

(2007)

Coordinated science mission to both validate A-train instruments and to investigate tropical clouds and the tropical transition layer

3 aircraft: NASAs ER-2, DC-8, and WB-57f Dr. David Starr (Branch Head, 613.1) as project scientist San Jose, Costa Rica (July 14-August 11, 2007)

Cloud Radar System (CRS)

Cloud Physics Lidar (CPL)

ER-2 Doppler Radar (EDOP)

Compact Scanning Sub-mm wave Imaging Radiometer

(CoSSIR)

MODIS Airborne Simulator (MAS) Scanning High Resolution Interferometer (S-HIS)

Q-bay/E-bay: Solar SpectralFlux Radiometer (SSFR),

BB IR radiometer

Advanced Microwave Precip. Radiometer (AMPR)

Video Cam (MVIS)

Microwave Temp. Profiler (MTP)

MODIS

AIRS

AMSR-E

CERES

CloudSat CPR

CALIPSO CALIOP

AMSU

TES

TC4 ER-2 Instrument Payload & A-Train Simulators

Some UAS examples

Aerosonde Ltd.s Aerosonde

Range: 3000 km Endurance: 30 hrs. Max. Alt.: 5 km Payload: 2.3 kg Length: 2.1 m Wingspan: 2.9 m Speed: 70 kph Engine: 24 cc fuel injection Launch: Car roof UAV facility at Wallops Flight Facility supports and coordinates Aerosonde operations for NASA sub-orbital program

AeroVironments Heilos Range: 150 km Endurance: Daylight (

Built by GA-ASI for NASA's Environmental Research Aircraft and Sensor Technology (ERAST) Program

Currently leased by NASA Purpose: High-altitude Earth science

missions First flight: March 2003

Gray Butte Airfield, CA

Altair Specifications Wingspan: 86 ft (26.21m) Fuselage: 36 ft (10.97m) Weight: 7,000 lb (3175 kg) Altitude: > 47,000 ft Endurance: > 24 hr. Payload: Internal - 660 lb (300 kg) External - 3,000 lb (1361 kg) Powerplant: Honeywell TPE 331-10T Air Speed: 200 kts

Altair UAS

In September 2005 the FAA granted it the first experimental Airworthiness Certificate for a one year "file and fly" for use in commercial missions. The certification came with restrictions on weather conditions and altitudes and Visual Flight Rules are in effect at all times.

Capabilities Endurance > 24 hours Altitude < 28,800 ft (RSVM restricted) Payload > 2,000 lbs (750 in pod) Range 3,500 nautical miles

Highly reliable UAS Standard MQ-9 w/digital engine control Triple redundant flight control systems,

dual redundant power & networks Predator family has logged over 200,000

hours

A NASA Unmanned Aerial System Supporting Long-Duration Earth Science Missions Mission ready in July, 2007

Ikhana (Predator B)

Northrop Grummans Global Hawk

Range: 13,500 nm Endurance: > 30 hrs. Max. Alt.: 65,000 ft. Payload: > 1500 lbs.

Platform Requirements Reliable, heritage, rapid turnaround Payload capability

- 40 ft3 pressurized - 62 ft3 un-pressurized - Can accommodate wing pods - Access (attended instruments,

proper sampling) Good altitude and/or range

4000 nm@20 km NASA now owns 2 Global Hawks - unfunded

DOE Atmospheric Radiation Measurement (ARM) ARM Aircraft Program

(1996)

1993-2002: 4 campaigns (1 Gnat, 3 Altus) For measurements at the top of the troposphere in

the tropics - long endurance UAV for altitudes > 60 kft (18 km)

1st science flights using a UAV in 1994 1st use of an unescorted UAV in general use

airspace in 1996 Development of a GPS-based system that allows

precise vertically stacked flight of a UAV and a piloted aircraft for cloud absorption measurements

A flight of over 26 hours in duration over the CART site (5 Oct. 1996)

Development of several compact instruments suitable for UAV applications.

General Atomics Gnat

USCG Alaskan Maritime Surveillance (Summer, 2004)

Objective: Evaluate use of a UAS for intelligence, surveillance, and reconnaissance (ISR) operations

Overview United States Coast Guard (USCG), NASA,

GA, and others General Atomics Altair (high-altitude

Predator B derivative) Payload

surface surveillance radar, . . . internal integration

Flight Operations: Summer, 2004 Self deployment from California to Alaska Launch and recovery team operating remote

from mission operations center in Juneau Over the horizon shore to ship

communications relay

Objective: Evaluate use of a UAS for intelligence, surveillance, and reconnaissance (ISR) operations

NOAA/NASA UAV Demonstration Project (2005)

Objective: Evaluate the use of a UAV for future science and operational requirements

Atmospheric research sample low-level Eastern Pacific jets

Atmospheric research coastal mapping, wildlife monitoring, marine

enforcement

Overview NOAA, NASA joint project General Atomics Altair Internal payload integration Flight operations Spring, 2005 and Fall, 2005

Flights in National Air Space (NAS) under Certificate of Authorization (COA) primarily at FL430 descents below 18,000 ft escorted by

chase plane

Ocean Color & Passive Microwave

Vertical Sounder

Gas Chromatograph & Ozone Sensor

Altair integrated with NOAA science payload

The Altus Cumulus Electrification Study (ACES) (August 2002)

Science objectives Lightning Imaging Sensor (LIS) validation

Lightning type, cloud-top optical energy, and power statistics Lightning-storm relationships Storm electric budget

August 2002: 13 flights, 30 hours of data NASA MSFC, PI: Richard Blakeslee

Western States Fire Mission (Fall, 2006)

Objective: Identify and monitor wildfire events throughout the Western United States and provide near real-time products to field units

Overview NASA, USFS, NOAA, GA partnership General Atomics Altair with centerline pod Payload

Wildfire sensor Developed at NASA Ames 13 spectral bands optimized for fire characterization Fully autonomous

near real-time data transfer on-board processing (geo-rectification) overlaid with Google-Earth imagery internet access by end users

in-situ atmospheric sampling experiment command and control from ground

Flight operations: Fall, 2006

5 from base at Grey Butte, CA; primarily in military airspace Only 1 flight into National Air Space (NAS), always at FL430

Terra & Aqua MODIS imaging fires

Direct Broadcast Receiving Station USFS RSAC

Active Fire Maps http://activefiremaps.fs.fed.us

Three times / day

WRAP Project Webpage http://geo.arc.nasa.gov/sge/WRAP

NIFC NIC

Wide

Area

Network

Remote Observer NASA HQ

USFS RSAC

IC Fire Camps

GeoTiff & Perimeter File

Tactical Fire Products

UAV Platform Fire Imaging GOES Weather Data

COMSAT Telemetry & Platform C&C

Telemetry / C&C Downlink

Aircraft Operations

Payload Operations

Asset Tracking

Define aircraft ops

PI - V. Ambrosia, ARC

Hurricane Ophelia: Aerosonde (September 2005)

NASA, NOAA and Aerosonde North America Sep. 16, 2005 Launched from Wallops Payload:

GPS dropwindsonde Temp., press., RH, winds IR KT11 - sea surface temp.

The UAS Coffee Project (September 2002)

Application objective imaging over the Kauai Coffee Company's for the detection of

differences in coffee field ripening. RGB photographs, narrow band imaging

September 2002: 1 flight AeroEnvironment Pathfinder Plus Clark University, PI: Stanley Herwitz

Aerotenna (ESP Lite i-2 ) Flight 1 - June 18, 2007PRELIMINARY

0

50

100

150

200

250

300

350

400

20:40:00 20:42:00 20:44:00 20:46:00 20:48:00 20:50:00

Time of Flight - GMT (Hr:Min:Sec)

Brig

htne

ss T

empe

ratu

re (K

)

Brightness Temperature - Left Wing (corrected) Brightness Temperature - Right Wing

Aerotenna Small Unmanned Aerial Vehicle (UAV) with Integrated L-Band Radiometer

Experimental 12 lb UAV with Electric Propulsion, Instrument, and Data Systems, Developed and Flown at the Wallops Flight Facility (614.6/Bland, 569/Miles)

Success Represents a Major Milestone in the Evolution of Small UAVs for Earth Science Related Observations

Light Weight Passive (~1.4 GHz) Instrument System Developed by GSFC (555/Hillard, et al), for Measurements of Soil Moisture, Sea Surface Salinity, and Snow Depth

Miniature Airborne System will Enable Fine-Scale Observations for Detailed Hydrological Process Studies

20070618mixflt1

LRDD2 flight on XtendAire UAV 2.01

20070618mixflt1

LRDD2 Address2

Digital Atten1dB

Serial Bus Speed24

Source Cold 05

Source Warm 16

Source A 24

Source B 37

Source Hot 42

Samples to Avg 062^N





Settling Time 06x 4ms





Dig Sample Period187x 16us

Rest Source1

Diag Enable0

Hold Time Error2s

RTC Dateddmmyyyy

1862007

Data #BitsCold TAWarm TAA TAB TAGammaABrightAGammaBBrightBLRDD2 TempW-Temp AW-Temp BLRDD2 TempW-Temp AW-Temp Bhrs GPSmin GPSsec GPSdeg Latmin Latdeg Longmin LongAltbit

intbitsCountsCountsCountsCountsunitsKelvinunitsKelvinKelvinKelvinKelvinhourminutesecondhourminuteseconddegreeminutedegreeminuteintmeterbit

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6991001440354219742504417750.167029275.68-0.229597335.52301.02307.12308.22172330000000000

MixFlight & SkycalZen3

LRDD2 flight on XtendAire UAV 2.01

20070618mixflt1

LRDD2 Address2

Digital Atten1dB

Serial Bus Speed24

Source Cold 05

Source Warm 16

Source A 24

Source B 37

Source Hot 42











Dig Sample Period187x 16us

Rest Source1

Diag Enable0

Hold Time Error2s

RTC Dateddmmyyyy

1862007

Data #BitsCold TAWarm TAA TAB TAGammaABrightAGammaBBrightBLRDD2 TempW-Temp AW-Temp BTattletale Timehrs GPSmin GPSsec GPSdeg Latmin Latdeg Longmin LongAltbit

intbitsCountsCountsCountsCountsunitsKelvinunitsKelvinKelvinKelvinKelvinhourminutesecondhourminuteseconddegreeminutedegreeminuteintmeterbit

11001441174230344807435451.38037592.40.684675197.75301.57310.82312.351627410000000000

21001441184230844802435631.37790192.780.69337196.43301.57310.82312.231627440000000000

31001441164230444827435681.39238490.580.697572195.8301.58310.56312.581627470000000000

41001441214230344816434341.38228892.110.622112207.22301.58310.56312.611627500000000000

51001441164230244825435781.39084990.810.703418194.91301.58310.61312.651627530000000000

61001441214230544818435961.3838191.880.710903193.78301.58310.61312.651627560000000000

71001441234230844840435711.39504190.180.695868196.05301.58310.61312.651627590000000000

81001441204230444820434031.38546291.630.605176209.79301.58310.61312.63162820000000000

91001441194230744847435561.40176689.160.689294197.05301.58310.64312.65162850000000000

101001441204230544841435851.39724589.840.705234194.64301.58310.71312.58162880000000000

111001441204230644819435891.38533691.650.707277194.33301.58310.66312.611628110000000000

121001441174230744761435891.35580196.120.708287194.18301.59310.73312.651628140000000000

131001441234230744738436091.33865698.710.71696192.86301.6310.66312.631628170000000000

141001441194231144841435931.39933689.520.709071194.06301.6310.66312.681628200000000000

151001441244230644809435891.37678892.940.70572194.57301.6310.73312.681628230000000000

161001441234230544712435751.323982100.930.69857195.65301.61310.68312.681628260000000000

171001441234231144732436041.33609399.10.713576193.38301.61310.66312.71628290000000000

181001441204231044768435681.35801195.780.695028196.19301.61310.73312.721628320000000000

191001441224230744887435951.42148886.160.709642193.98301.61310.71312.631628350000000000

201001441244230942492425960.100826286.190.158127277.51301.61310.75312.721628380000000000

211001441244230842368422770.03304296.46-0.01707304.05301.61310.8312.651628410000000000

221001441164230942573426130.146098279.330.168235275.98301.61310.82312.861628440000000000

231001441244230742638426200.182168273.860.172262275.36301.6311.04312.931628470000000000

241001441224230442467424380.089659287.870.073707290.29301.6311.13313.031628500000000000

251001441244231142457426880.08053289.250.207943269.96301.6311.27313.141628530000000000

261001441284230542512426420.113549284.250.18486273.45301.6311.41313.161628560000000000

271001441254230642468425580.08906287.960.138538280.47301.6311.48313.211628590000000000

281001441194230642408425720.05626292.930.146718279.23301.6311.46313.24162920000000000

291001441234231042443425390.073359290.340.12631282.32301.6311.44313.14162950000000000

301001441234231242373424950.033683296.350.101049286.15301.61311.48313.1162980000000000

311001441214231342478426430.091261287.640.182522273.81301.61311.533131629110000000000

321001441214231042452426430.07841289.590.183876273.61301.61311.563131629140000000000

331001441234230842422425780.06281291.950.14876278.93301.62311.56313.031629170000000000

341001441224230942497425900.103696285.760.154992277.99301.62311.46312.821629200000000000

351001441224231242505426330.10663285.320.177348274.61301.63311.6313.071629230000000000

361001441224231242478425480.091713287.590.130387281.73301.63311.65313.121629260000000000

371001441234231442361424830.025981297.540.093422287.33301.63311.65313.161629290000000000

381001441224230842453423470.079934289.380.021499298.23301.63311.63313.281629310000000000

391001441254231042442424220.072727290.480.061708292.14301.64311.65313.281629340000000000

401001441254231542487422230.095028287.1-0.050829309.2301.64311.65313.281629370000000000

411001441304231042504424490.106593285.360.076374289.94301.66311.7313.31629400000000000

421001441274231442438423960.068395291.150.045229294.66301.66311.77313.261629430000000000

431001441264231442387423510.040287295.410.020419298.42301.67311.79313.31629460000000000

441001441274231842345424200.014925299.260.056385292.98301.67311.84313.31629490000000000

451001441264231642462424240.080663289.30.059668292.48301.67311.96313.331629520000000000

461001441274231842567421570.137645280.66-0.088999315.01301.67311.93313.31629550000000000

471001441204232042440423850.066667291.420.036111296.05301.67312313.351629580000000000

481001441254231642457423860.077944289.720.038695295.66301.68312313.35163010000000000

491001441314231942474422630.085541288.57-0.030905306.21301.68311.98313.38163040000000000

501001441274231842435421140.064677291.72-0.112769318.61301.67312.07313.4163070000000000

511001441304232042399420710.043646294.91-0.137569322.37301.68312.07313.471630100000000000

521001441254231042503418050.106336285.41-0.278237343.68301.67312.05313.521630130000000000

531001441264231342483420710.093767287.32-0.13348321.75301.68312.05313.561630160000000000

541001441234231542506419740.105642285.51-0.188606330.1301.67312.17313.561630190000000000

551001441284231942474421760.085683288.54-0.079049313.5301.67312.12313.541630220000000000

561001441254231842463424080.080244289.370.049806293.98301.68312.12313.561630250000000000

571001441264232142445421470.068698291.11-0.096399316.13301.67312.07313.541630280000000000

581001441244231542530421020.11885283.52-0.117745319.37301.68312.07313.541630310000000000

591001441214231742533424930.119734283.380.097561286.74301.67312.07313.491630340000000000

601001441254231842611422840.162147276.95-0.018816304.37301.67312313.491630370000000000

611001441224231342633424170.176893274.710.05749292.8301.67311.98313.541630400000000000

621001441254232042611423540.161219277.090.018836298.66301.67312.03313.561630430000000000

631001441224231242653423920.188398272.960.044199294.81301.66311.91313.381630460000000000

641001441214231242657423930.190713272.610.044776294.72301.65312.05313.541630490000000000

651001441284231242642423980.181718273.970.047357294.33301.65312.1313.541630520000000000

661001441204230742631424170.178709274.420.060673292.3301.64312.1313.471630550000000000

671001441204230942630424150.17725274.640.058531292.63301.64312.12313.491630580000000000

681001441214230842635424240.180364274.160.063982291.8301.64312.1313.54163110000000000

691001441204230342660423540.196478271.720.028068297.24301.64312.07313.61163140000000000

701001441154230142678423630.2078282700.034179296.31301.63312.14313.52163170000000000

711001441144230542669423010.201216271-0.002211301.81301.63312.07313.521631100000000000

721001441214230942669425080.198676271.380.109823284.84301.62312.07313.521631130000000000

731001441154230242673424

Documents

Potential for Satellite and Aircraft Remote Sensing Within ... 11 ATD...Map derived from ASTER LULC classification with HAZUS-MH lookup table (z. 0. LUT, in meters) Oklahoma City Surface