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

Format:

Book

Author/Creator:

McConnell, Martha Clarke.

Contributor:

Weidman, Scott.

National Research Council (U.S.). Board on Atmospheric Sciences and Climate.

Language:

English

Subjects (All):

Satellite meteorology--United States--Data processing--Congresses.

Satellite meteorology.

Climatic changes--United States--Remote sensing--Data processing--Congresses.

Climatic changes.

Climatic changes--United States--Data processing--Management--Congresses.

Physical Description:

1 online resource (63 p.)

Edition:

1st ed.

Place of Publication:

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

Language Note:

English

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.

Contents:

Intro

Preface

Acknowledgments

Contents

1 Introduction

2 Cross-Cutting Issues

3 Concluding Thoughts

References

Appendix A: Workshop Agenda

Appendix B: Summaries of Workshop Presentations

Appendix C: Planning Committee andRapporteur Biographies.

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."

Includes bibliographical references.

ISBN:

0-309-14475-2

0-309-13959-7

OCLC:

526717560