Soil Physics with Python: Transport in the Soil-Plant-Atmosphere System

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9780199683093: Soil Physics with Python: Transport in the Soil-Plant-Atmosphere System
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The combination of theory and computer code make this a unique text and reference book for experienced scientists and students alike. ( Markus Flury, Professor of Soil Physics and Vadose Zone Hydrology, Washington State University, USA)

Soil Physics with Python puts a wealth of knowledge about the quantitative functioning of a key environmental system, soils, into the reader's hand. This knowledge is readily operational through the provided code for the widely used open source language Python. The solutions cover a range of important processes, including the transfer of water, solutes, heat, and gases within soils as well as the soil-atmosphere coupling. Maybe most importantly, they entice the reader to expand and adapt the provided solutions and thereby capacitate him or her to implement and independently explore concepts of the still challenging soil physical processes. ( Kurt Roth, Institute of Environmental Physics, Heidelberg University, Germany)

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This innovative study presents concepts and problems in soil physics, and provides solutions using original computer programs. It provides a close examination of physical environments of soil, including an analysis of the movement of heat, water and gases. The authors employ the programming language Python, which is now widely used for numerical problem solving in the sciences. In contrast to the majority of the literature on soil physics, this text focuses on solving, not deriving, differential equations for transport. Using numerical procedures to solve differential equations allows the solution of quite difficult problems with fairly simple mathematical tools. Numerical methods convert differential into algebraic equations, which can be solved using conventional methods of linear algebra. Each chapter introduces a soil physics concept, and proceeds to develop computer programs to solve the equations and illustrate the points made in the discussion.

Problems at the end of each chapter help the reader practise using the concepts introduced. The text is suitable for advanced undergraduates, graduates and researchers of soil physics. It employs an open source philosophy where computer code is presented, explained and discussed, and provides the reader with a full understanding of the solutions. Once mastered, the code can be adapted and expanded for the user's own models, fostering further developments. The Python tools provide a simple syntax, Object Oriented Programming techniques, powerful mathematical and numerical tools, and a user friendly environment.

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Bittelli, Marco; Campbell, Gaylon S.; Tomei, Fausto
Verlag: Oxford University Press Mai 2015 (2015)
ISBN 10: 0199683093 ISBN 13: 9780199683093
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Buchbeschreibung Oxford University Press Mai 2015, 2015. Buch. Buchzustand: Neu. 254x174x27 mm. Neuware - A textbook describing the physical environment of soil, including the movement of heat, water and gases. Transport problems are described mathematically, and methods for solving the problems, using original computer programs written in Python, are presented. 449 pp. Englisch. Artikel-Nr. 9780199683093

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