Abstract
The Global Reservoir and Lake Monitor (GRLM) records variations in surface water height for approximately 70 lakes and reservoirs worldwide using a combination of satellite radar altimetry data sets. The project was initiated by the U.S. Department of Agriculture’s (USDA) Foreign Agricultural Service (FAS) in cooperation with the National Aeronautic and Space Administration’s (NASA) Goddard Space Flight Center (GSFC) and the University of Maryland (UMD). On-line since the end of 2003, the program focuses on the delivery of near-real-time products within an operational framework and exists within the USDA’s decision support system (DSS) through the larger cooperative USDA/NASA Global Agricultural Monitoring (GLAM) program. Currently, near-real-time products are derived from the NASA/Centre National d’Etudes Spatiales (CNES) Jason-1 mission (post-2002) with archival products derived from the NASA/CNES TOPEX/Poseidon mission (1992–2002) and the US Naval Research Lab’s (NRL) Geosat follow-on (GFO) mission (2000–2008). Validation exercises show that the products vary in accuracy from a few centimeters RMS (root mean square) to several tens of centimeters RMS depending on the target size and surface wave conditions. On a weekly basis, new satellite data are retrieved and products updated. Output is in the form of graphs and text files with web links to other imaging and information resources. The next phase of the program sees an expansion to over 500 lakes and reservoirs via the incorporation of products derived from the European Space Agency (ESA) remote sensing satellites (ERS-1 and ERS-2, 1992–2008) and the ESA environmental satellite ENVISAT (post-2002). Near-real-time products will also be continued via data from the follow-on Jason-2 mission (post-2009). The USDA/FAS utilize the products for irrigation potential considerations and as general indicators of drought and high-water conditions. The monitoring system thus has relevance to water resources management and agriculture efficiency at both the national and international level.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
Abbreviations
- ALT:
-
NASA Radar Altimeter
- AVISO:
-
Archiving, Validation and Interpretation of Satellite Oceanographic data
- CNES:
-
Centre National d’Études Spatiales
- CSR:
-
Center for Space Research (University of Texas, Austin)
- DDP:
-
Defect Detection and Prevention
- DESDynI:
-
Deformation, Ecosystem Structure and Dynamics of Ice
- DORIS:
-
Doppler Orbit Determination Radiopositioning Integrated on Satellite
- DSS:
-
Decision Support System
- Envisat:
-
Environmental Satellite
- ERS:
-
European Remote Sensing Satellite
- ESA:
-
European Space Agency
- ESRI:
-
Environmental Systems Research Institute
- EUMETSAT:
-
European Org. for the Exploitation of Meteorological Satellites
- FAS:
-
Foreign Agricultural Service
- FEWS:
-
Famine Early Warning Systems
- GDR:
-
Geophysical Data Record
- GEO:
-
United States Group on Earth Observations
- GEOSS:
-
Global Earth Observation System of Systems
- GFO:
-
Geosat Follow-On Mission
- GIM:
-
Global Ionospheric Map
- GLAM:
-
Global Agricultural Monitoring Program
- GLIN:
-
Great Lakes Information Network
- GPS:
-
Global Positioning System
- GRACE:
-
Gravity Recovery and Climate Experiment
- GRLM:
-
Global Reservoir and Lake Monitor
- GSFC:
-
Goddard Space Flight Center
- GUI:
-
Graphical User Interface
- ICESat:
-
Ice, Cloud and Land Elevation Satellite
- IGDR:
-
Intermediate Geophysical Data Record
- IPCC:
-
Intergovernmental Panel on Climate Change
- IRI:
-
International Reference Ionosphere Model
- ISRO:
-
Indian Space Research Organization
- ISS:
-
Integrated Systems Solution
- ITRF:
-
International Terrestrial Reference Frame
- ITSS:
-
Information Technology and Scientific Services
- JPL:
-
Jet Propulsion Laboratory
- LAD:
-
Least Absolute Deviation
- LakeNet:
-
World Lakes Network
- LEGOS:
-
Laboratoire d’Études en Géophysique et Océanographie Spatiales
- MODIS:
-
MODerate resolution Imaging Spectroradiometer
- MOE:
-
Medium Precision Orbit Ephemerides
- NASA:
-
National Aeronautic and Space Administration
- NCEP:
-
National Centers for Environmental Prediction
- NGA:
-
National Geospatial Intelligence Agency
- NOAA:
-
National Oceanic and Atmospheric Administration
- NOGAPS:
-
Navy Operational Global Atmospheric Prediction System
- NRC:
-
National Research Council
- NRL:
-
Naval Research Lab
- OGA:
-
Office of Global Analysis
- OMB:
-
Office of Management and Budget
- OSTM:
-
Ocean Surface Topography Mission
- POE:
-
Precise Orbit Ephemerides
- RMS:
-
Root Mean Square
- SARAL:
-
Satellite with ARgos and ALtika
- SDR:
-
Sensor Data Record
- SGT:
-
Stinger Ghaffarian Technologies company
- SLR:
-
Satellite Laser Ranging
- SSALT:
-
Solid-State ALTimeter
- SWOT:
-
Surface Water and Ocean Topography
- T/P:
-
TOPEX/Poseidon
- TRMM:
-
Tropical Rainfall Measuring Mission
- UMD:
-
University of Maryland
- USAID:
-
United States Agency for International Development
- USDA:
-
United States Department of Agriculture
- USGS:
-
United States Geological Survey
- WAOB:
-
World Agriculture Outlook Board
- WAP:
-
World Agriculture Production
- WASDE:
-
World Agriculture Supply and Demand Estimate
References
Alsdorf D, Rodriguez E, Lettenmaier DP (2007) Measuring surface water from space. Rev Geophys 45(2):RG2002. doi:10.1029/2006RG000197
Anulacion M (2003) Middle East and Turkey: warmer than normal and plenty of moisture. http://www.fas.usda.gov/pecad2/highlights/2003/12/me_turk_dec2003/index.htm
Beckley B, Zelensky N, Luthcke S, Callahan P (2004) Towards a seamless transition from TOPEX/Poseidon to Jason-1. Marine Geodesy Special Issue on Jason-1 Calibration/Validation Part III 27(3–4):373–389
Bilitza D, Koblinsky C, Beckley B, Zia S, Williamson R (1995) Using IRI for the computation of ionospheric corrections for altimeter data. Adv Space Res 15(2):113–120
Birkett CM (1995) The contribution of Topex/Poseidon to the global monitoring of climatically sensitive lakes. JGR-Oceans 100(C12): 25, 179–25, 204
Birkett CM, Mason IM (1995) A new global lakes database for a remote sensing programme studying climatically sensitive large lakes. J Great Lakes Res 21(3):307–318
Birkett CM, Alsdorf D, Harding D (2004) River and water body – stage, width and gradient: satellite radar altimetry, interferometric SAR, and laser altimetry. In: Anderson MG (ed) The encyclopedia of hydrological sciences, vol 2. Hydrological application of remote sensing: surface states. Wiley, Chichester, UK. http://mrw.interscience.wiley.com/emrw/9780470848944/ehs/article/hsa065/current/abstract
Chambers DP, Ries JC, Urban TJ (2003) Calibration and verification of Jason-1 using global along-track residuals with TOPEX. Mar Geod 26:305–317
Cornford SL, Feather MS, Hicks KA (2001) DDP – A tool for life-cycle risk management. In: Proc IEEE aerospace conference, 10–17 March, vol 1, pp 441–451. http://ddptool.jpl.nasa.gov/docs/f344d-slc.pdf
Crétaux J-F, Birkett CM (2006) Lake studies from satellite radar altimetry. In: Observing the earth from space, Geosciences Comptes Rendus, French Academy of Sciences. doi:10.1016/j.crte.2006.08.002
Fu L-L (ed) (2003) Wide-swath altimetric measurement of ocean surface topograph. JPL Publication 03-002. ftp://ftp-oceans.jpl.nasa.gov/pub/llf/WSOAreportFinal2.pdf
Fu L-L, Cazenave A (eds) (2001) Satellite altimetry and earth sciences: a handbook of techniques and applications. Inter Geophys Series Vol 69, Academic, San Diego, CA, ISBN 0122695453, 9780122695452
Hutchinson C, Drake S, van Leeuwen W, Kaupp V, Haithcoat T (2003) Characterization of PECAD’s DSS: a zeroth-order assessment and benchmarking preparation. Report presented to NASA HQ, Washington, DC, and prepared by University of Arizona and University of Missouri.
Koblinsky CJ, Ray RD, Beckley BD, Wang YM, Tsaoussi L, Brenner LC, Williamson RG (1998) NASA ocean altimeter pathfinder project report 1: Data processing handbook. NASA Technical Memorandum NASA/TM-1998-208605. http://sealevel-lit.jpl.nasa.gov/science/search-details.cfm?ID=897
Lemoine FG, Zelensky NP, Rowlands DD, Luthcke SB, Chinn DS, Marr GC (2001) Precise orbit determination for Geosat follow-on using satellite laser ranging data and intermission altimeter crossovers. In: Proc NASA/GSFC flight mechanics symposium NASA/CP-2001-209986, pp 377–391. http://ntrs.nasa.gov/index.jsp?method=order&oaiID=20010084987
Mangeni Bennie T (2006) The dwindling Lake Victoria water level. In: Proc IASTAD environmentally sound technology in water resources management, Gaborone, Botswana, Sept 11–13, No 515–803, pp 85–90. http://www.actapress.com/PaperInfo.aspx?PaperID=28258&reason=500
McKellip R, Beckley B, Birkett C. Blonski S, Doorn B, Grant B, Estep L, Moore R, Morris K, Ross K, Terrie G, Zanoni V (2004) PECAD’s global reservoir and lake monitor: a systems engineering report. Version 1.0, NASA/John C. Stennis Space Center, Mississippi
Ménard Y, Fu LL, Escudier P, Parisot F, Perbos J, Vincent P, Desai S, Haines B, Kunstmann G (2003) The Jason-1 mission. Marine Geodesy, Special Issue on Jason-1 Calibration/Validation Part I 26(3–4):131–146
Mertes LAK, Dekker AG, Brakenridge GR, Birkett CM, Létourneau G (2004) Rivers and lakes. In: Ustin SL, Rencz A (eds) Natural resources and environment manual of remote sensing, vol 5. Wiley, New York. http://www.wiley.com/WileyCDA/WileyTitle/productCd-0471317934.html
Morel L, Willis P (2005) Terrestrial reference frame effects on global sea level rise determination from Topex/Poseidon altimetric data. Adv Space Res 36:358–368
Morris CS, Gill SK (1994) Variation of Great Lakes water levels derived from Geosat altimetry. Water Res Res 30(4):1009–1017
NRC (2007) Earth Science and applications from space: national imperatives for the next decade and beyond, committee on earth science and applications from space: a community assessment and strategy for the future. National Research Council, Executive Summary, ISBN: 0-309-10387-8. http://www.nap.edu/catalog.php?record_id=11820
Reynolds C (2005) Low water levels observed on Lake Victoria. USDA/FAS/OGA, http://www.fas.usda.gov/pecad/highlights/2005/09/uganda_26sep2005/.
Reynolds CA, Doorn B, Birkett CM, Beckley B (2007) Monitoring reservoir and lake water heights with satellite radar altimeters. Africa GIS 2007 Conference, Ouagadougou, Burkina Faso, Sept 17–21
Resti A (1993) Envisat’s radar altimeter: RA-2. ESA Bull 76:58–60. http://www.esa.int/esapub/pi/bulletinPI.htm
Riebeck H (2006) Lake Victoria’s falling waters. NASA earth observatory. http://earthobservatory.nasa.gov/Study/Victoria/victoria.html
Ross K, McKellip R (2006) Verification and validation of NASA-supported enhacements to PECAD’s decision support tools. NASA/John C. Stennis Space Center, Mississipi. http://ntrs.nasa.gov/archive/nasa/casi.ntrs.nasa.gov/20060025997_2006169224.pdf
Scott RF, Baker SG, Birkett CM, Cudlip W, Laxon SW, Mansley JAD, Mantripp DR, Morley JG, Munro M, Palmer D, Ridley JK, Strawbridge F, Rapley CG, Wingham DJ (1992) An Investigation of the Tracking performance of the ERS-1 radar altimeter over non-ocean surfaces. UK-PAF report to ESA No. PF-RP-MSL-AL-0100, ESA Contract No 9575/91/HGE-I
Scott RF, Baker SG, Birkett CM, Cudlip W, Laxon SW, Mantripp DR, Mansley JA, Morley JG, Rapley CG, Ridley JK, Strawbridge F, Wingham DJ (1994) A comparison of the performance of the ice and ocean tracking modes of the ERS-1 radar altimeter over non-ocean surfaces. Geophys Res Lett 21(7):553–556
Shum C, Yi Y, Cheng K, Kuo C, Braun A, Calmant S, Chambers D (2003) Calibration of Jason-1 altimeter over Lake Erie. Marine Geodesy, Special Issue on Jason-1 Calibration/Validation Part I 26(3–4):335–354
Sutcliffe JV, Petersen G (2007) Lake Victoria: derivation of a corrected natural water level series, technical note. Hydrol Sci J 52(6):1316–1321
Swenson SC, Yeh PJ, Wahr J, Famiglietti J (2006) GRACE estimates of terrestrial water storage: validation and applications. Eos Trans AGU 87(52), Fall meet. Suppl., Abstract G13C-02http://65.216.151.13/meetings/fm06/fm06-sessions/fm06_G13C.html
UNEP (2006) Africa’s lakes: atlas of our changing environment. United Nations Environment Programme, pp 28–30. http://na.unep.net/AfricaLakes/
Vincent P, Desai SD, Dorandeu J, Ablain M, Soussi B, Callahan PS, Haines BJ (2003) Jason-1 geophysical performance evaluation. Marine Geodesy Special Issue on Jason-1 Calibration/Validation Part I 26(3–4):167–186
Zanife OZ, Vincent P, Amarouche L, Dumont JP, Thibaut P, Labroue S (2003) Comparison of the Ku-Band range noise level and the relative sea-state bias of the Jason-1, TOPEX, and Poseidon-1 radar altimeters. Marine Geodesy, Special Issue on Jason-1 Calibration/Validation Part I 26(3–4):201–238
Acknowledgments
The authors wish to acknowledge the USDA/FAS/OGA and NASA grants NNS06AA15G, NNX08AM72G, NNX08AT88G and NASA/JPL sub-award 4–33637(UMD) for supporting this program. Acknowledgment also goes to NASA/PODAAC, CNES/AVISO, LEGOS, NOAA, ESA UK-PAF and ESA F-PAC, for provision of the T/P, Jason-1, Jason-2, GFO, ERS and Envisat satellite altimetric data sets.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Birkett, C., Reynolds, C., Beckley, B., Doorn, B. (2011). From Research to Operations: The USDA Global Reservoir and Lake Monitor. In: Vignudelli, S., Kostianoy, A., Cipollini, P., Benveniste, J. (eds) Coastal Altimetry. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-12796-0_2
Download citation
DOI: https://doi.org/10.1007/978-3-642-12796-0_2
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-12795-3
Online ISBN: 978-3-642-12796-0
eBook Packages: Earth and Environmental ScienceEarth and Environmental Science (R0)