Python Recipes For Earth Sciences PDF Download
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Author | : Martin H. Trauth |
Publisher | : Springer Nature |
Total Pages | : 463 |
Release | : 2022-09-28 |
Genre | : Science |
ISBN | : 3031077199 |
Download Python Recipes for Earth Sciences Book in PDF, ePub and Kindle
Python is used in a wide range of geoscientific applications, such as in processing images for remote sensing, in generating and processing digital elevation models, and in analyzing time series. This book introduces methods of data analysis in the geosciences using Python that include basic statistics for univariate, bivariate, and multivariate data sets, time series analysis, and signal processing; the analysis of spatial and directional data; and image analysis. The text includes numerous examples that demonstrate how Python can be used on data sets from the earth sciences. The supplementary electronic material (available online through Springer Link) contains the example data as well as recipes that include all the Python commands featured in the book.
Author | : Martin H. Trauth |
Publisher | : Springer Science & Business Media |
Total Pages | : 301 |
Release | : 2012-09-14 |
Genre | : Science |
ISBN | : 3642325432 |
Download MATLAB® and Design Recipes for Earth Sciences Book in PDF, ePub and Kindle
The overall aim of the book is to introduce students to the typical course followed by a data analysis project in earth sciences. A project usually involves searching relevant literature, reviewing and ranking published books and journal articles, extracting relevant information from the literature in the form of text, data, or graphs, searching and processing the relevant original data using MATLAB, and compiling and presenting the results as posters, abstracts, and oral presentations using graphics design software. The text of this book includes numerous examples on the use of internet resources, on the visualization of data with MATLAB, and on preparing scientific presentations. As with its sister book MATLAB Recipes for Earth Sciences–3rd Edition (2010), which demonstrates the use of statistical and numerical methods on earth science data, this book uses state-of-the art software packages, including MATLAB and the Adobe Creative Suite, to process and present geoscientific information collected during the course of an earth science project. The book's supplementary electronic material (available online through the publisher's website) includes color versions of all figures, recipes with all the MATLAB commands featured in the book, the example data, exported MATLAB graphics, and screenshots of the most important steps involved in processing the graphics.
Author | : Javier Riverola Gurruchaga |
Publisher | : |
Total Pages | : 104 |
Release | : 2018-07-18 |
Genre | : Computers |
ISBN | : 9781717815590 |
Download Python Recipes for Engineers and Scientists Book in PDF, ePub and Kindle
This book is not a manual of PYTHON nor does it replace many excellent books on the use of this cool language. What this book offers is a friendly aid for some of the frequent numerical problems that arise in the analytical study of many engineering and physical problems. The chapters of the book reach the point in a simple way by deliberately giving up to impress the reader with the power and sophistication of PYTHON in favor of readability and understanding. The scripts are autonomous and solve very specific problems such as interpolation and fitting, non-linear equations, integration, differential equations, in few essential sentences. Even so, the reader will see that they can combined and adapt to real problems. I assumed that the reader has some elementary knowledge of script writing, although not necessarily advanced knowledge. Yet, a Python primer is included at the end.
Author | : Martin H. Trauth |
Publisher | : Springer |
Total Pages | : 286 |
Release | : 2018-03-26 |
Genre | : Science |
ISBN | : 3662562030 |
Download Collecting, Processing and Presenting Geoscientific Information Book in PDF, ePub and Kindle
This second edition is an intensively revised and updated version of the book MATLAB® and Design Recipes for Earth Sciences. It aims to introduce students to the typical course followed by a data analysis project in earth sciences. A project usually involves searching relevant literature, reviewing and ranking published books and journal articles, extracting relevant information from the literature in the form of text, data, or graphs, searching and processing the relevant original data using MATLAB, and compiling and presenting the results as posters, abstracts, and oral presentations using graphics design software. The text of this book includes numerous examples on the use of internet resources, on the visualization of data with MATLAB, and on preparing scientific presentations. As with the book MATLAB Recipes for Earth Sciences–4rd Edition (2015), which demonstrates the use of statistical and numerical methods on earth science data, this book uses state-of-the art software packages, including MATLAB and the Adobe Creative Suite, to process and present geoscientific information collected during the course of an earth science project. The book's supplementary electronic material (available online through the publisher's website) includes color versions of all figures, recipes with all the MATLAB commands featured in the book, the example data, exported MATLAB graphics, and screenshots of the most important steps involved in processing the graphics.
Author | : Islam Fadel |
Publisher | : Frontiers Media SA |
Total Pages | : 186 |
Release | : 2022-11-11 |
Genre | : Science |
ISBN | : 2832505058 |
Download Advances in African Earth Sciences Book in PDF, ePub and Kindle
Author | : Adrian Burd |
Publisher | : Cambridge University Press |
Total Pages | : 599 |
Release | : 2019-04-18 |
Genre | : Mathematics |
ISBN | : 1107117488 |
Download Mathematical Methods in the Earth and Environmental Sciences Book in PDF, ePub and Kindle
An accessible introduction to the mathematical methods essential for understanding processes in the Earth and environmental sciences.
Author | : Angeline G. Burrell |
Publisher | : Frontiers Media SA |
Total Pages | : 436 |
Release | : 2023-07-20 |
Genre | : Science |
ISBN | : 2832529593 |
Download Snakes on a spaceship—An overview of python in space physics Book in PDF, ePub and Kindle
Author | : Martin H. Trauth |
Publisher | : Springer Nature |
Total Pages | : 349 |
Release | : 2021-11-06 |
Genre | : Science |
ISBN | : 3030749134 |
Download Signal and Noise in Geosciences Book in PDF, ePub and Kindle
This textbook introduces methods of geoscientific data acquisition using MATLAB in combination with inexpensive data acquisition hardware such as sensors in smartphones, sensors that come with the LEGO MINDSTORMS set, webcams with stereo microphones, and affordable spectral and thermal cameras. The text includes 35 exercises in data acquisition, such as using a smartphone to acquire stereo images of rock specimens from which to calculate point clouds, using visible and near-infrared spectral cameras to classify the minerals in rocks, using thermal cameras to differentiate between different types of surface such as between soil and vegetation, localizing a sound source using travel time differences between pairs of microphones to localize a sound source, quantifying the total harmonic distortion and signal-to-noise ratio of acoustic and elastic signals, acquiring and streaming meteorological data using application programming interfaces, wireless networks, and internet of things platforms, determining the spatial resolution of ultrasonic and optical sensors, and detecting magnetic anomalies using a smartphone magnetometer mounted on a LEGO MINDSTORMS scanner. The book’s electronic supplementary material (available online through Springer Link) contains recipes that include all the MATLAB commands featured in the book, the example data, the LEGO construction plans, photos and videos of the measurement procedures.
Author | : Xiaogang Ma |
Publisher | : Geological Society of America |
Total Pages | : 180 |
Release | : 2023-04-11 |
Genre | : Science |
ISBN | : 0813725585 |
Download Recent Advancement in Geoinformatics and Data Science Book in PDF, ePub and Kindle
Author | : Joshua S. Weitz |
Publisher | : Princeton University Press |
Total Pages | : 272 |
Release | : 2024-03-05 |
Genre | : Computers |
ISBN | : 0691255679 |
Download Quantitative Biosciences Companion in Python Book in PDF, ePub and Kindle
A hands-on lab guide in the Python programming language that enables students in the life sciences to reason quantitatively about living systems across scales This lab guide accompanies the textbook Quantitative Biosciences, providing students with the skills they need to translate biological principles and mathematical concepts into computational models of living systems. This hands-on guide uses a case study approach organized around central questions in the life sciences, introducing landmark advances in the field while teaching students—whether from the life sciences, physics, computational sciences, engineering, or mathematics—how to reason quantitatively in the face of uncertainty. Draws on real-world case studies in molecular and cellular biosciences, organismal behavior and physiology, and populations and ecological communities Encourages good coding practices, clear and understandable modeling, and accessible presentation of results Helps students to develop a diverse repertoire of simulation approaches, enabling them to model at the appropriate scale Builds practical expertise in a range of methods, including sampling from probability distributions, stochastic branching processes, continuous time modeling, Markov chains, bifurcation analysis, partial differential equations, and agent-based simulations Bridges the gap between the classroom and research discovery, helping students to think independently, troubleshoot and resolve problems, and embark on research of their own Stand-alone computational lab guides for Quantitative Biosciences also available in R and MATLAB