Deep Learning for Earth Observation and Climate Monitoring bridges the gap between deep learning and the Earth sciences, offering cutting-edge techniques and applications that are transforming our understanding of the environment. With a focus...Daugiau...
MATLAB® is used in a wide range of geoscientific applications, such as for image processing in remote sensing, for generating and processing digital elevation models, and for analyzing time series. This book introduces methods of data analysis in ...Daugiau...
Artificial Intelligence and Systems of the Earth is a book about the potential and capabilities of Artificial Intelligence and Machine Learning for studying the Earth. It aims to serve as an eye-opener on new avenues of scientific research...Daugiau...
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 th...Daugiau...
Intelligence Systems for Earth, Environmental and Planetary Sciences: Methods, Models and Applications provides cutting-edge theory and applications of modern-day artificial intelligence and data science in the Earth, environment, and plane...Daugiau...
The topics covered in this book are advanced and applied in various earth science applications. The data obtained from earth observation satellites is utilized for various applications on ground including agriculture, forestry, mining, water managem...Daugiau...
The Earth Sciences industry faces a new challenge - the need for accurate, efficient, and reliable methods to monitor and predict geological phenomena and environmental changes. As climate change, earthquakes, and other natural disasters become more...Daugiau...
This book addresses problems of GNSS performance support under geomagnetic storms and solar radio bursts. It analyses both physical and radio-engineering sources of GNSS performance deterioration caused by geomagnetic storms, solar radio bursts and p...Daugiau...
Uncertainty in Geosciences covers more advanced analysis techniques, including visualization, periodicity, model uncertainty quantification, machine learning, and when these are all applicable towards the concept of uncertainty, the scientific metho...Daugiau...
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...Daugiau...
Data Science for the Geosciences provides students and instructors with the statistical and machine learning foundations to address Earth science questions using real-world case studies in natural hazards, climate change, environmental contamination...Daugiau...
(Išleidimo metai: 17-Aug-2023, Hardback, Leidėjas: Cambridge University Press, ISBN-13: 9781009201414)
Data Science for the Geosciences provides students and instructors with the statistical and machine learning foundations to address Earth science questions using real-world case studies in natural hazards, climate change, environmental contamination...Daugiau...
Serija: Special Publications of the International Union of Geodesy and Geophysics
(Išleidimo metai: 06-Jul-2023, Hardback, Leidėjas: Cambridge University Press, ISBN-13: 9781009180405)
A comprehensive reference on data assimilation and inverse problems, and their applications across a broad range of geophysical disciplines, ideal for researchers and graduate students. It highlights the importance of data assimilation for understan...Daugiau...
Machine Learning in Earth, Environmental and Planetary Sciences: Theoretical and Practical Applications is a practical guide on implementing different variety of extreme learning machine algorithms to Earth and environmental data. The book...Daugiau...
Artificial Intelligence in Earth Science: Best Practices and Fundamental Challenges provides a comprehensive, step-by-step guide to AI workflows for solving problems in Earth Science. The book focuses on the most challenging problems in applyi...Daugiau...
This book addresses problems of GNSS performance support under geomagnetic storms and solar radio bursts. It analyses both physical and radio-engineering sources of GNSS performance deterioration caused by geomagnetic storms, solar radio bursts and p...Daugiau...
Thomas Huang, Tiffany C. Vance, Christopher Lynnes
Serija: Special Publications
(Išleidimo metai: 22-Nov-2022, Hardback, Leidėjas: American Geophysical Union, ISBN-13: 9781119467571)
Big Data Analytics in Earth, Atmospheric and Ocean Sciences introduces the different aspects of big earth data analytics which include a brief introduction to big data about the Earth, an introduction to big earth data analytics, m...Daugiau...
Data Assimilation for the Geosciences: From Theory to Application, Second Edition brings together all of the mathematical and statistical background knowledge needed to formulate data assimilation systems into one place. It includes practical...Daugiau...
