Title Uncertainty management in remote sensing of climate data : summary of a workshop / Martha McConnell and Scott Weidman, rapporteurs

Published Washington, D.C. : National Academies Press, 2009

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Description 1 online resource (xi, 52 pages) : color illustrations Contents Introduction -- Cross-cutting issues -- Concluding thoughts Summary Great advances have been made in our understanding of the climate system over the past few decades, and remotely sensed data have played a key role in supporting many of these advances. Improvements in satellites and in computational and data-handling techniques have yielded high quality, readily accessible data. However, rapid increases in data volume have also led to large and complex datasets that pose significant challenges in data analysis. Uncertainty characterization is needed for every satellite mission and scientists continue to be challenged by the need to reduce the uncertainty in remotely sensed climate records and projections. The approaches currently used to quantify the uncertainty in remotely sensed data lack an overall mathematically based framework. An additional challenge is characterizing uncertainty in ways that are useful to a broad spectrum of end-users. In December 2008, the National Academies held a workshop, summarized in this volume, to survey how statisticians, climate scientists, and remote sensing experts might address the challenges of uncertainty management in remote sensing of climate data. The workshop emphasized raising and discussing issues that could be studied more intently by individual researchers or teams of researchers, and setting the stage for possible future collaborative activities Notes "Board on Atmospheric Sciences and Climate, Climate Research Committee, Board on Mathematical Sciences and Their Applications, Committee on Applied and Theoretical Statistics, Space Studies Board, Committee on Earth Studies, Division on Earth and Life Studies, Division on Engineering and Physical Sciences, National Research Council." Bibliography Includes bibliographical references Notes English Print version record Subject Satellite meteorology -- United States -- Data processing -- Congresses Climatic changes -- United States -- Remote sensing -- Data processing -- Congresses Climatic changes -- United States -- Data processing -- Management -- Congresses TECHNOLOGY & ENGINEERING -- Environmental -- Pollution Control. Satellite meteorology -- Data processing United States Genre/Form Conference papers and proceedings Form Electronic book LC no. 2010277158 ISBN 9780309139595 0309139597 0309144752 9780309144759

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