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Statistics And Data Visualization In Climate With R And Python

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Statistics And Data Visualization In Climate Science With R And Python

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Author : Samuel S. P. Shen
language : en
Publisher: Cambridge University Press
Release Date : 2023-11-30

Statistics And Data Visualization In Climate Science With R And Python written by Samuel S. P. Shen and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-30 with Science categories.

A comprehensive overview of essential statistical concepts, useful statistical methods, data visualization, and modern computing tools for the climate sciences and many others such as geography and environmental engineering. It is an invaluable reference for students and researchers in climatology and its connected fields who wish to learn data science, statistics, R and Python programming. The examples and exercises in the book empower readers to work on real climate data from station observations, remote sensing and simulated results. For example, students can use R or Python code to read and plot the global warming data and the global precipitation data in netCDF, csv, txt, or JSON; and compute and interpret empirical orthogonal functions. The book's computer code and real-world data allow readers to fully utilize the modern computing technology and updated datasets. Online supplementary resources include R code and Python code, data files, figure files, tutorials, slides and sample syllabi.

Statistics And Data Visualization In Climate Science With R And Python

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Author : Samual S. P. Shen
language : en
Publisher: Cambridge University Press
Release Date : 2023-11-30

Statistics And Data Visualization In Climate Science With R And Python written by Samual S. P. Shen and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-30 with Nature categories.

Parks And Climate

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Author : Brook Clearwater
language : en
Publisher: Publifye AS
Release Date : 2025-02-21

Parks And Climate written by Brook Clearwater and has been published by Publifye AS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-21 with Nature categories.

Parks and Climate examines the profound effects of climate change on national parks and explores adaptive management strategies for their preservation. As iconic representations of natural heritage, these parks serve as bellwethers of broader environmental change, offering insights into global ecological shifts. The book delves into how rising temperatures, altered precipitation patterns, and extreme weather events are reshaping park ecosystems, impacting everything from glacial melt in mountain parks to shifts in species distribution. The book investigates the vulnerabilities of diverse park environments and presents adaptive techniques, such as habitat restoration and species translocation, essential for protecting park resources. It highlights the need for a shift from reactive conservation to proactive adaptation, emphasizing the importance of scientific understanding in mitigating climate change's adverse effects. The book progresses by first establishing the fundamental relationship between climate and park ecosystems, then explores specific climate change impacts. Ultimately, this book offers a solutions-oriented framework, combining scientific analysis with practical management recommendations for protecting national parks in a rapidly changing world. It emphasizes the intersection of environmental science, environmental policy, and geography and highlights the importance of integrating conservation with community development and sustainable tourism.

Climate Mathematics

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Author : Samuel S. P. Shen
language : en
Publisher: Cambridge University Press
Release Date : 2019-09-19

Climate Mathematics written by Samuel S. P. Shen and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-19 with Computers categories.

Presents the core mathematics, statistics, and programming skills needed for modern climate science courses, with online teaching materials.

Perspectives On The Transition Toward Green And Climate Neutral Economies In Asia

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Author : Ordóñez de Pablos, Patricia
language : en
Publisher: IGI Global
Release Date : 2023-07-24

Perspectives On The Transition Toward Green And Climate Neutral Economies In Asia written by Ordóñez de Pablos, Patricia and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-24 with Business & Economics categories.

Knowledge management and advanced information technologies such as AI, IoT, machine learning, and more can create digital tools and solutions to build more resilient, climate neutral, and green economies and societies. These digital tools and solutions and knowledge management can have a heavy impact on the achievement of sustainable development goals (SDGs) in Asia. Perspectives on the Transition Toward Green and Climate Neutral Economies in Asia offers innovative conceptual frameworks and theories, case studies, and empirical studies to understand how knowledge management and digital innovation can foster the transition towards more circular and climate neutral economies as well as greener economies in Asia. This book discusses how key and enabling digital tools and solutions and knowledge management can support the achievement of SDGs by 2030. Covering topics such as climate neutral economies, image recognition, and usability evaluation, this premier reference source is an excellent resource for deans, heads of departments, directors, politicians, policymakers, corporate heads, senior general managers, managing directors, librarians, students and educators of higher education, academicians, and researchers.

Python For R Users

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Author : Ajay Ohri
language : en
Publisher: John Wiley & Sons
Release Date : 2017-11-13

Python For R Users written by Ajay Ohri and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-13 with Computers categories.

The definitive guide for statisticians and data scientists who understand the advantages of becoming proficient in both R and Python The first book of its kind, Python for R Users: A Data Science Approach makes it easy for R programmers to code in Python and Python users to program in R. Short on theory and long on actionable analytics, it provides readers with a detailed comparative introduction and overview of both languages and features concise tutorials with command-by-command translations—complete with sample code—of R to Python and Python to R. Following an introduction to both languages, the author cuts to the chase with step-by-step coverage of the full range of pertinent programming features and functions, including data input, data inspection/data quality, data analysis, and data visualization. Statistical modeling, machine learning, and data mining—including supervised and unsupervised data mining methods—are treated in detail, as are time series forecasting, text mining, and natural language processing. • Features a quick-learning format with concise tutorials and actionable analytics • Provides command-by-command translations of R to Python and vice versa • Incorporates Python and R code throughout to make it easier for readers to compare and contrast features in both languages • Offers numerous comparative examples and applications in both programming languages • Designed for use for practitioners and students that know one language and want to learn the other • Supplies slides useful for teaching and learning either software on a companion website Python for R Users: A Data Science Approach is a valuable working resource for computer scientists and data scientists that know R and would like to learn Python or are familiar with Python and want to learn R. It also functions as textbook for students of computer science and statistics. A. Ohri is the founder of Decisionstats.com and currently works as a senior data scientist. He has advised multiple startups in analytics off-shoring, analytics services, and analytics education, as well as using social media to enhance buzz for analytics products. Mr. Ohri's research interests include spreading open source analytics, analyzing social media manipulation with mechanism design, simpler interfaces for cloud computing, investigating climate change and knowledge flows. His other books include R for Business Analytics and R for Cloud Computing.

Effective Data Visualisation For Researchers Principles Tools And Applications

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Author : Daniel Amoah-Oppong
language : en
Publisher: Deep Science Publishing
Release Date : 2025-06-19

Effective Data Visualisation For Researchers Principles Tools And Applications written by Daniel Amoah-Oppong and has been published by Deep Science Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-19 with Computers categories.

The growing need for researchers to present their findings in a visually striking and academically rigorous way led to the development of this book. As PhD students in physical education and health promotion at the University of Cape Coast, we have seen firsthand the difficulties many students face in choosing the right visual tools to communicate their data effectively. This book has been written with a deliberate focus on accessibility and practicality. We tried to distil complex principles and technologies of visualisation into simplified, actionable knowledge, suitable for those at the beginning of their academic research careers. While the focus is on academic research, the principles and procedures described in this piece can be extended to professional reports, trade presentations, and policy documents where data-driven reporting is essential. We hope that this book will not only improve the technical skills of the reader but also give them a deeper understanding of the role of visual literacy in the research process. We are grateful to our mentors, colleagues, and students for giving us feedback and support throughout this process. This book is for all researchers and readers who seek truth, meaning, and progress through the written word.

Data Science Ai And Blockchain

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Author : Ekaaksh Deshpande
language : en
Publisher: Educohack Press
Release Date : 2025-02-20

Data Science Ai And Blockchain written by Ekaaksh Deshpande and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Computers categories.

"Data Science, AI, and Blockchain: Integrated Approaches" emerges as a beacon for undergraduate students navigating the intricate landscapes of these transformative technologies. Our primary objective is to empower students with a comprehensive understanding of the synergy between Data Science, Artificial Intelligence (AI), and Blockchain, recognizing them as pivotal forces propelling innovation across diverse industries. We begin with Data Science, centered on extracting knowledge and insights from vast datasets, navigating through fundamental principles, methodologies, and tools. Real-world applications illustrate the significance of data-driven decision-making. Seamlessly moving into Artificial Intelligence, the book demystifies the algorithms underpinning intelligent systems. By weaving together theoretical concepts with practical examples, students gain insights into machine learning, natural language processing, and computer vision. Ethical considerations accompany the exploration, urging students to contemplate societal impacts. The exploration culminates in Blockchain, a revolutionary technology disrupting traditional notions of trust and transparency. Students understand how Blockchain secures transactions, empowers smart contracts, and transforms industries. Practical insights into building decentralized applications (DApps) are provided. Interactive elements, case studies, and exercises engage students actively. By fostering a multidisciplinary approach, we aim to equip undergraduates with the knowledge and skills needed to thrive in a world where the convergence of Data Science, AI, and Blockchain is reshaping the future.

Communicating With Data

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Author : Deborah Nolan
language : en
Publisher: Oxford University Press
Release Date : 2021

Communicating With Data written by Deborah Nolan and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with Mathematics categories.

Communicating with Data aims to help students and researchers write about their insights in a way that is both compelling and faithful to the data

10 Proven Ways To Earn Money Online From Anywhere In The World

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Author : UGAN MODEY
language : en
Publisher: BookRix
Release Date : 2023-08-10

10 Proven Ways To Earn Money Online From Anywhere In The World written by UGAN MODEY and has been published by BookRix this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-10 with Business & Economics categories.

Have you ever dreamed of working from home and making money online? If so, you're not alone. Millions of people around the world are earning a living online, and you can too. Do you want to: Work from home and set your own hours? Travel the world while you work? Make more money than you ever thought possible? If so, then you need to read "10 Proven Ways to Earn Money Online from Anywhere in the World." This book will teach you everything you need to know to start earning a living online, no matter where you are in the world. Imagine what it would be like to be able to work from home, set your own hours, and travel the world while you make money. It's not a dream anymore. It's a reality for millions of people around the world, and it can be a reality for you too. In this book, you'll discover 10 proven ways to earn money online from anywhere in the world. These methods are all legitimate and sustainable, and they don't require any special skills or experience. Once you learn about these 10 methods, you'll be amazed at how many opportunities there are to make money online. You could start a blog, create an online course, or even become a virtual assistant. The possibilities are endless! With the information in this book, you'll have everything you need to start earning money online from anywhere in the world. So what are you waiting for? Order your copy today and start your journey to financial freedom! Don't wait any longer! Order your copy of "10 Proven Ways to Earn Money Online from Anywhere in the World" today and start earning money online tomorrow!

Statistics And Data Visualization In Climate With R And Python

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