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Ecosystem Modeling, Data Assimilation, and Prediction

0/5 ( ratings)

This book systematically describes a set of modeling skills for readers to progressively learn how to run and modify an existing model; apply a model to study ecological questions; develop a new model; use data assimilation techniques for model improvement; and do real- or near-time ecological forecasting for decision support. This book strives to balance among theoretical basis, technical details, and applications of ecosystem modeling for research, assessment, and decision support. The book uses plenty of examples to help the readers understand and master the modeling skills.

Key selling features:

Helps readers understand, implement and criticize models Does not require computer programming skills or deep knowledge of mathematics Describes a suite of medeling skills - modeling questions, building models, data assimilation Combines modeling with statistical analysis of models Introduces data assimilation, statistical analysis, MCMC, and decision supporting sytems

Pages: 400

Format: Hardcover

Publisher: CRC Press

Release: January 01, 2021

ISBN: 1498737013

ISBN 13: 9781498737012

Ecosystem Modeling, Data Assimilation, and Prediction

0/5 ( ratings)

This book systematically describes a set of modeling skills for readers to progressively learn how to run and modify an existing model; apply a model to study ecological questions; develop a new model; use data assimilation techniques for model improvement; and do real- or near-time ecological forecasting for decision support. This book strives to balance among theoretical basis, technical details, and applications of ecosystem modeling for research, assessment, and decision support. The book uses plenty of examples to help the readers understand and master the modeling skills.

Key selling features:

Helps readers understand, implement and criticize models Does not require computer programming skills or deep knowledge of mathematics Describes a suite of medeling skills - modeling questions, building models, data assimilation Combines modeling with statistical analysis of models Introduces data assimilation, statistical analysis, MCMC, and decision supporting sytems

Pages: 400

Format: Hardcover

Publisher: CRC Press

Release: January 01, 2021

ISBN: 1498737013

ISBN 13: 9781498737012

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