Sensitivity Analysis in Earth Observation Modelling
Home > Sciences & Environment > Earth sciences > Geology, geomorphology and the lithosphere > Sensitivity Analysis in Earth Observation Modelling
Sensitivity Analysis in Earth Observation Modelling

Sensitivity Analysis in Earth Observation Modelling

|
     0     
5
4
3
2
1




International Edition


About the Book

Sensitivity Analysis in Earth Observation Modeling highlights the state-of-the-art in ongoing research investigations and new applications of sensitivity analysis in earth observation modeling. In this framework, original works concerned with the development or exploitation of diverse methods applied to different types of earth observation data or earth observation-based modeling approaches are included. An overview of sensitivity analysis methods and principles is provided first, followed by examples of applications and case studies of different sensitivity/uncertainty analysis implementation methods, covering the full spectrum of sensitivity analysis techniques, including operational products. Finally, the book outlines challenges and future prospects for implementation in earth observation modeling. Information provided in this book is of practical value to readers looking to understand the principles of sensitivity analysis in earth observation modeling, the level of scientific maturity in the field, and where the main limitations or challenges are in terms of improving our ability to implement such approaches in a wide range of applications. Readers will also be informed on the implementation of sensitivity/uncertainty analysis on operational products available at present, on global and continental scales. All of this information is vital in the selection process of the most appropriate sensitivity analysis method to implement.

Table of Contents:
Section I: Introduction to SA in Earth Observation (EO) 1. Overview of Sensitivity Analysis Methods in Earth Observation Modeling L. Lee, P.K. Srivastava, G.P. Petropoulos 2. Model Input Data Uncertainty and its Potential Impact on Soil Properties T. Mannschatz, P. Dietrich Section II : Local SA Methods: Case Studies 3. Local Sensitivity Analysis of the LandSoil Erosion Model Applied to a Virtual Catchment R. Caimpalini, S. Follain, B. Cheviron, Y. Le Bissonnais, A. Couturier 4. Sensitivity of Vegetation Phenological Parameters from Satellite Sensors to Spatial Resolution and Temporal Compositing Period G.L. Mountford, P.M. Atkinson, J. Dash, T. Lankester, S. Hubbard 5. Radar Rainfall Sensitivity Analysis Using Multivariate Distributed Ensemble Generator Q. Dai, D. Han, P.K. Srivastava 6. Field-Scale Sensitivity of Vegetation Discrimination to Hyperspectral Reflectance and Coupled Statistics K. Manevski, M. Jabloun, M. Gupta, C. Kalaitzidis Section III: Global (or Variance)-Based SA Methods: Case Studies 7. A Multimethod Global Sensitivity Analysis Approach to Support the Calibration and Evaluation of Land Surface Models F. Pianosi, J. Iwema, R. Rosolem, T. Wagener 8. Global Sensitivity Analysis for Supporting History Matching of Geomechanical Reservoir Models Using Satellite InSAR Data: A Case Study at the CO2 Storage Site of In Salah, Algeria J. Rohmer, A. Loschetter, D. Raucoules 9. Artificial Neural Networks for Spectral Sensitivity Analysis to Optimize Inversion Algorithms for Satellite-Based Earth Observation: Sulfate Aerosol Observations with High-Resolution Thermal Infrared Sounders P. Sellitto 10. Global Sensitivity Analysis for Uncertain Parameters, Models, and Scenarios M. Ye, M.C. Hill Section IV: Other SA Methods: Case Studies 11. Sensitivity and Uncertainty Analyses for Stochastic Flood Hazard Simulation Z. Micovic, M.G. Schaefer, B.L. Barker 12. Sensitivity of Wells in a Large Groundwater Monitoring Newtork and Its Evaluation Using GRACE Satellite Derived Information V. Uddameri, A. Karim, E.A. Hernandez, P.K. Srivastava 13. Making the Most of the Earth Observation Data Using Effective Sampling Techniques J. Indu, D. Nagesh Kumar 14. Ensemble-Based Multivariate Sensitivity Analysis of Satellite Rainfall Estimates Using Copula Model S. Moazami, S. Golian Section V: Software Tools in SA for EO 15. Efficient Tools for Global Sensitivity Analysis Based on High-Dimensional Model Representation T. Ziehn, A.S. Tomlin 16. A Global Sensitivity Analysis Toolbox to Quantify Drivers of Vegetation Radiative Transfer Models J. Verrelst, J.P. Rivera 17. GEM-SA: The Gaussian Emulation Machine for Sensitivity Analysis M.C. Kennedy, G.P. Petropoulos 18. An Introduction to The SAFE Matlab Toolbox with Practical Examples and Guidelines F. Sarrazin, F. Pianosi, T. Wagener Section VI: Challenges and Future Outlook 19. Sensitivity in Ecological Modeling: From Local to Regional Scales X. Song, B.A. Bryan, L. Gao, G. Zhao, M. Dong 20. Challenges and Future Outlook of Sensitivity Analysis H. Gupta, S. Razavi


Best Sellers


Product Details
  • ISBN-13: 9780128030110
  • Publisher: Elsevier Science Publishing Co Inc
  • Publisher Imprint: Elsevier Science Publishing Co Inc
  • Height: 235 mm
  • No of Pages: 448
  • Width: 191 mm
  • ISBN-10: 0128030119
  • Publisher Date: 17 Oct 2016
  • Binding: Paperback
  • Language: English
  • Weight: 816 gr


Similar Products

Add Photo
Add Photo

Customer Reviews

REVIEWS      0     
Click Here To Be The First to Review this Product
Sensitivity Analysis in Earth Observation Modelling
Elsevier Science Publishing Co Inc -
Sensitivity Analysis in Earth Observation Modelling
Writing guidlines
We want to publish your review, so please:
  • keep your review on the product. Review's that defame author's character will be rejected.
  • Keep your review focused on the product.
  • Avoid writing about customer service. contact us instead if you have issue requiring immediate attention.
  • Refrain from mentioning competitors or the specific price you paid for the product.
  • Do not include any personally identifiable information, such as full names.

Sensitivity Analysis in Earth Observation Modelling

Required fields are marked with *

Review Title*
Review
    Add Photo Add up to 6 photos
    Would you recommend this product to a friend?
    Tag this Book Read more
    Does your review contain spoilers?
    What type of reader best describes you?
    I agree to the terms & conditions
    You may receive emails regarding this submission. Any emails will include the ability to opt-out of future communications.

    CUSTOMER RATINGS AND REVIEWS AND QUESTIONS AND ANSWERS TERMS OF USE

    These Terms of Use govern your conduct associated with the Customer Ratings and Reviews and/or Questions and Answers service offered by Bookswagon (the "CRR Service").


    By submitting any content to Bookswagon, you guarantee that:
    • You are the sole author and owner of the intellectual property rights in the content;
    • All "moral rights" that you may have in such content have been voluntarily waived by you;
    • All content that you post is accurate;
    • You are at least 13 years old;
    • Use of the content you supply does not violate these Terms of Use and will not cause injury to any person or entity.
    You further agree that you may not submit any content:
    • That is known by you to be false, inaccurate or misleading;
    • That infringes any third party's copyright, patent, trademark, trade secret or other proprietary rights or rights of publicity or privacy;
    • That violates any law, statute, ordinance or regulation (including, but not limited to, those governing, consumer protection, unfair competition, anti-discrimination or false advertising);
    • That is, or may reasonably be considered to be, defamatory, libelous, hateful, racially or religiously biased or offensive, unlawfully threatening or unlawfully harassing to any individual, partnership or corporation;
    • For which you were compensated or granted any consideration by any unapproved third party;
    • That includes any information that references other websites, addresses, email addresses, contact information or phone numbers;
    • That contains any computer viruses, worms or other potentially damaging computer programs or files.
    You agree to indemnify and hold Bookswagon (and its officers, directors, agents, subsidiaries, joint ventures, employees and third-party service providers, including but not limited to Bazaarvoice, Inc.), harmless from all claims, demands, and damages (actual and consequential) of every kind and nature, known and unknown including reasonable attorneys' fees, arising out of a breach of your representations and warranties set forth above, or your violation of any law or the rights of a third party.


    For any content that you submit, you grant Bookswagon a perpetual, irrevocable, royalty-free, transferable right and license to use, copy, modify, delete in its entirety, adapt, publish, translate, create derivative works from and/or sell, transfer, and/or distribute such content and/or incorporate such content into any form, medium or technology throughout the world without compensation to you. Additionally,  Bookswagon may transfer or share any personal information that you submit with its third-party service providers, including but not limited to Bazaarvoice, Inc. in accordance with  Privacy Policy


    All content that you submit may be used at Bookswagon's sole discretion. Bookswagon reserves the right to change, condense, withhold publication, remove or delete any content on Bookswagon's website that Bookswagon deems, in its sole discretion, to violate the content guidelines or any other provision of these Terms of Use.  Bookswagon does not guarantee that you will have any recourse through Bookswagon to edit or delete any content you have submitted. Ratings and written comments are generally posted within two to four business days. However, Bookswagon reserves the right to remove or to refuse to post any submission to the extent authorized by law. You acknowledge that you, not Bookswagon, are responsible for the contents of your submission. None of the content that you submit shall be subject to any obligation of confidence on the part of Bookswagon, its agents, subsidiaries, affiliates, partners or third party service providers (including but not limited to Bazaarvoice, Inc.)and their respective directors, officers and employees.

    Accept

    New Arrivals

    Inspired by your browsing history


    Your review has been submitted!

    You've already reviewed this product!