This book presents a philosophical approach to probability and probabilistic thinking, considering the underpinnings of probabilistic reasoning and modeling, which effectively underlie everything in data science. The ultimate goal is to call into question many standard tenets and lay the philosophical and probabilistic groundwork and infrastructure for statistical modeling. It is the first book…
This book discusses the political and economic history and geography of Georgia, the problems it has faced, and how it has overcome and is still overcoming them. In most countries, at the end of the 20th century the successful resolution of social-economic, political, demographic and ecological problems was largely dependent on effectively protecting the population and economic assets from natu…
This is the first book solely devoted to Cryopedology, the study of soils of cold regions. The analysis treats Cryosols as a three-part system (active layer, transition layer, permafrost). The book considers soil-forming factors, cryogenic processes, and classification and distribution of Cryosols. Cryosols of the Arctic, Antarctica, and the high mountains are considered in detail. The chapters…
environment;policy;biology;earth sciences;United States;obstacles to progress;environmental policy;environmental law;environmental regulation;environmental science;environmental progress;environmental solutions;environmental justice;sustainability;uncertainty;decision processes;climate change;problem solving;unintended consequences;systems perspective;environmental monitoring;freedom and enviro…
This book is an important volume in the series on the state-of-art research in Cartography and GI Science. It is a collection of selected peer-reviewed papers organized into contemporary topics of research, presented at the 27th International Cartographic Conference (ICC) in Rio de Janeiro. This is the 3rd edition of selected ICA conference papers published by Springer Lectures in Geoinformatio…
This book examines the reasons behind the resonant amplification of seismic and ocean waves that have the capacity to destroy cities and ocean-going vessels. Using Charles Darwin's important geophysical research as a starting point, it provides insights into the interaction between earthquakes with volcanoes, seaquake, and tsunami formation. In particular, the author details the observations th…
This book presents multivariate time series methods for the analysis and optimal control of feedback systems. Although ships’ autopilot systems are considered through the entire book, the methods set forth in this book can be applied to many other complicated, large, or noisy feedback control systems for which it is difficult to derive a model of the entire system based on theory in that subj…
The present book provides guidance to understanding complicated coupled processes based on the experimental data available and implementation of developed algorithms in numerical codes. Results of selected test cases in the fields of closed-form solutions (e.g., deformation processes), single processes (such as groundwater flow) as well as coupled processes are presented. It is part of the O…
This book provides a modern introductory tutorial on specialized theoretical aspects of spatial and temporal modeling. The areas covered involve a range of topics which reflect the diversity of this domain of research across a number of quantitative disciplines. For instance, the first chapter provides up-to-date coverage of particle association measures that underpin the theoretical properties…
This publication proposes that we return to “first principles”--fundamental physical laws of the universe--and think about complex systems from the ground up based on modern scientific theory backed up by practical experience. Since the days of the American Frontier, our management policies have promoted a one-size-fits-all mentality for large, complex landscapes. Landscape ecologist Ch…