Remote sensing and GIS technology in the Global Land Ice Measurements from Space (GLIMS) Project

Global Land Ice Measurements from Space (GLIMS) is an international consortium established to acquire satellite images of the world's glaciers, analyze them for glacier extent and changes, and to assess these change data in terms of forcings. The consortium is organized into a system of Regional Centers, each of which is responsible for glaciers in their region of expertise. Specialized needs for mapping glaciers in a distributed analysis environment require considerable work developing software tools: terrain classification emphasizing snow, ice, water, and admixtures of ice with rock debris; change detection and analysis; visualization of images and derived data; interpretation and archival of derived data; and analysis to ensure consistency of results from different Regional Centers. A global glacier database has been designed and implemented at the National Snow and Ice Data Center (Boulder, CO); parameters have been expanded from those of the World Glacier Inventory (WGI), and the database has been structured to be compatible with (and to incorporate) WGI data. The project as a whole was originated, and has been coordinated by, the US Geological Survey (Flagstaff, AZ), which has also led the development of an interactive tool for automated analysis and manual editing of glacier images and derived data (GLIMSView). This article addresses remote sensing and Geographic Information Science techniques developed within the framework of GLIMS in order to fulfill the goals of this distributed project. Sample applications illustrating the developed techniques are also shown.

[1]  James K. Yungel,et al.  Elevation changes of ice caps in the Canadian Arctic Archipelago , 2004 .

[2]  Eric Rignot,et al.  Accelerated ice discharge from the Antarctic Peninsula following the collapse of Larsen B ice shelf , 2004 .

[3]  Pedro Skvarca,et al.  Recent behaviour of Glaciar Upsala, a fast-flowing calving glacier in Lago Argentino, southern Patagonia , 2003, Annals of Glaciology.

[4]  Andreas Kääb,et al.  Perspectives on the production of a glacier inventory from multispectral satellite data in Arctic Canada: Cumberland Peninsula, Baffin Island , 2005, Annals of Glaciology.

[5]  Konrad Steffen,et al.  Greenland Ice Sheet melt extent: 1979–1999 , 2001 .

[6]  M. Meier,et al.  Twentieth century climate change: evidence from small glaciers. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[7]  Richard S. Williams,et al.  Satellite image atlas of glaciers of the world -- North America , 2002 .

[8]  Andreas Kääb,et al.  The new remote-sensing-derived Swiss glacier inventory: I. Methods , 2002, Annals of Glaciology.

[9]  Harald Bugmann,et al.  Global Change and Mountain Regions:: An Overview of Current Knowledge , 2005 .

[10]  Akira Hirano,et al.  Mapping from ASTER stereo image data: DEM validation and accuracy assessment , 2003 .

[11]  D. E. Rumelhart,et al.  chapter Parallel Distributed Processing, Exploration in the Microstructure of Cognition , 1986 .

[12]  Andreas Kääb,et al.  The new Swiss glacier inventory 2000 , 2008 .

[13]  M. Kaku,et al.  DEM Generation with ASTER Stereo Data , 1995 .

[14]  Ian Joughin,et al.  Ice-sheet velocity mapping: a combined interferometric and speckle-tracking approach , 2002, Annals of Glaciology.

[15]  J. M. Gregory,et al.  Simulated future sea-level rise due to glacier melt based on regionally and seasonally resolved temperature changes , 1998, Nature.

[16]  Jay Gao,et al.  Applications of remote sensing, GIS and GPS in glaciology: a review , 2001 .

[17]  A. Kääb,et al.  Glacier Monitoring From ASTER Imagery: Accuracy and Applications , 2001 .

[18]  Roberto Ranzi,et al.  Comparing the opportunities of Landsat-TM and Aster data for monitoring a debris covered glacier in the Italian Alps within the GLIMS project , 2002, IEEE International Geoscience and Remote Sensing Symposium.

[19]  Lawrence L. Greischar,et al.  Glacier recession on Kilimanjaro, East Africa, 1912-89 , 1997 .

[20]  Jeffrey S. Kargel,et al.  Global Land Ice Measurements from Space (GLIMS): Remote Sensing and GIS Investigations of the Earth's Cryosphere , 2004 .

[21]  Adrian N. Evans,et al.  Glacier surface motion computation from digital image sequences , 2000, IEEE Trans. Geosci. Remote. Sens..

[22]  W. Mitchell,et al.  Global Change and Mountain Regions: An Overview of Current Knowledge , 2007 .

[23]  Andreas Kääb,et al.  Glacier and Permafrost Hazards in High Mountains , 2005 .

[24]  F. Paul,et al.  Changes in glacier area in Tyrol, Austria, between 1969 and 1992 derived from Landsat 5 Thematic Mapper and Austrian Glacier Inventory data , 2002 .

[25]  Julian A. Dowdeswell,et al.  A surge of Perseibreen, Svalbard, examined using aerial photography and ASTER high resolution satellite imagery , 2003 .

[26]  W. Krabill,et al.  Rapid thinning of parts of the southern greenland ice sheet , 1999, Science.

[27]  G. Müller,et al.  The Scientific Basis , 1995 .

[28]  Frank Paul,et al.  Comparison of TM Derived Glacier Areas With Higher Resolution Data Sets , 2001 .

[29]  Jeffrey S. Kargel,et al.  Generation of data acquisition requests for the ASTER satellite instrument for monitoring a globally distributed target: glaciers , 2000, IEEE Trans. Geosci. Remote. Sens..

[30]  Yang Zhenniang,et al.  Study of glacier meltwater resources in China , 1992 .

[31]  R. Colwell Remote sensing of the environment , 1980, Nature.

[32]  Urs Wegmüller,et al.  Glacier motion estimation using SAR offset-tracking procedures , 2002, IEEE Trans. Geosci. Remote. Sens..

[33]  Peter J. Mouginis-Mark,et al.  NASA EOS Terra ASTER: Volcanic topographic mapping and capability , 2004 .

[34]  Jeffrey S. Kargel,et al.  ASTER measurement of supraglacial lakes in the Mount Everest region of the Himalaya , 2002, Annals of Glaciology.

[35]  A. Kääb Monitoring high-mountain terrain deformation from repeated air- and spaceborne optical data: examples using digital aerial imagery and ASTER data , 2002 .

[36]  Stephen F. Price,et al.  Changes in west Antarctic ice stream velocities: Observation and analysis , 2002 .

[37]  J. Oerlemans Extracting a Climate Signal from 169 Glacier Records , 2005, Science.

[38]  Jeffrey S. Kargel,et al.  Multispectral imaging contributions to global land ice measurements from space , 2005 .

[39]  Bruce H. Raup,et al.  The design of the GLIMS (Global Land Ice Measurements from Space) glacier database. , 2001 .

[40]  R. Armstrong,et al.  The Physics of Glaciers , 1981 .

[41]  Siri Jodha Singh Khalsa,et al.  Space-based mapping of glacier changes using ASTER and GIS tools , 2004, IEEE Transactions on Geoscience and Remote Sensing.

[42]  Bamber,et al.  Widespread complex flow in the interior of the antarctic ice sheet , 2000, Science.

[43]  E. Baltsavias,et al.  Digital Surface Modelling by Airborne Laser Scanning and Digital Photogrammetry for Glacier Monitoring , 2001 .

[44]  R. W. Sidjak Glacier mapping of the Illecillewaet icefield, British Columbia, Canada, using Landsat TM and digital elevation data , 1999 .

[45]  James L. McClelland,et al.  Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations , 1986 .

[46]  Eric Rignot,et al.  Rapid ice discharge from southeast Greenland glaciers , 2004, Geophysical Research Letters.

[47]  J. Houghton,et al.  Climate change 2001 : the scientific basis , 2001 .

[48]  G. Eichmann,et al.  Vector median filters , 1987 .

[49]  W. Haeberli,et al.  Historical evolution and operational aspects of worldwide glacier monitoring , 1998 .

[50]  R. Bindschadler,et al.  Application of image cross-correlation to the measurement of glacier velocity using satellite image data , 1992 .

[51]  Mark B. Dyurgerov,et al.  Correlations between glacier properties : finding appropriate parameters for global glacier monitoring , 1999 .

[52]  Robert N. Swift,et al.  Greenland Ice Sheet: Increased coastal thinning , 2004 .

[53]  Michael P. Bishop,et al.  Terrain analysis and data modeling for alpine glacier mapping , 2001 .

[54]  Jeffrey S. Kargel,et al.  New eyes in the sky measure glaciers and ice sheets , 2000 .

[55]  Martin Beniston,et al.  Climate change and its impacts on glaciers and permafrost in the Alps , 1998 .

[56]  J. Stötter,et al.  FIRST RESULTS ON AIRBORNE LASER SCANNING TECHNOLOGY AS A TOOL FOR THE QUANTIFICATION OF GLACIER MASS BALANCE , 2003 .

[57]  T. Toutin,et al.  DEM from stereo Landsat 7 ETM + data over high relief areas , 2002 .

[58]  Andreas Kääb,et al.  Combining satellite multispectral image data and a digital elevation model for mapping debris-covered glaciers , 2004 .

[59]  Andreas Kääb,et al.  Rapid disintegration of Alpine glaciers observed with satellite data , 2004 .

[60]  T. Albert,et al.  Evaluation of Remote Sensing Techniques for Ice-Area Classification Applied to the Tropical Quelccaya Ice Cap, Peru , 2002 .

[61]  Dorothy K. Hall,et al.  Observations on glaciers in the eastern Austrian Alps using satellite data , 1994 .

[62]  Walter H. F. Smith,et al.  New, improved version of generic mapping tools released , 1998 .

[63]  B. Lucchitta,et al.  Antarctica: Measuring Glacier Velocity from Satellite Images , 1986, Science.

[64]  Andreas Kääb,et al.  Remote sensing based assessment of hazards from glacier lake outbursts: a case study in the Swiss Alps , 2002 .

[65]  Konrad Steffen,et al.  Surface Melt-Induced Acceleration of Greenland Ice-Sheet Flow , 2002, Science.

[66]  Kohei Arai,et al.  ASTER preflight and inflight calibration and the validation of Level 2 products , 1998, IEEE Trans. Geosci. Remote. Sens..