Downscaling Techniques For High Resolution Climate Projections

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Downscaling Techniques for High-Resolution Climate Projections

Author : Rao Kotamarthi
Publisher : Cambridge University Press
ISBN 13 : 1108587062
Total Pages : 213 pages
Book Rating : 4.1/5 (85 download)

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Book Synopsis Downscaling Techniques for High-Resolution Climate Projections by : Rao Kotamarthi

Download or read book Downscaling Techniques for High-Resolution Climate Projections written by Rao Kotamarthi and published by Cambridge University Press. This book was released on 2021-02-11 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: Downscaling is a widely used technique for translating information from large-scale climate models to the spatial and temporal scales needed to assess local and regional climate impacts, vulnerability, risk and resilience. This book is a comprehensive guide to the downscaling techniques used for climate data. A general introduction of the science of climate modeling is followed by a discussion of techniques, models and methodologies used for producing downscaled projections, and the advantages, disadvantages and uncertainties of each. The book provides detailed information on dynamic and statistical downscaling techniques in non-technical language, as well as recommendations for selecting suitable downscaled datasets for different applications. The use of downscaled climate data in national and international assessments is also discussed using global examples. This is a practical guide for graduate students and researchers working on climate impacts and adaptation, as well as for policy makers and practitioners interested in climate risk and resilience.

Downscaling Techniques for High-Resolution Climate Projections

Author : Rao Kotamarthi
Publisher : Cambridge University Press
ISBN 13 : 110847375X
Total Pages : 213 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Downscaling Techniques for High-Resolution Climate Projections by : Rao Kotamarthi

Empirical-statistical Downscaling

Author : Rasmus E. Benestad
Publisher : World Scientific
ISBN 13 : 9812819126
Total Pages : 228 pages
Book Rating : 4.8/5 (128 download)

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Book Synopsis Empirical-statistical Downscaling by : Rasmus E. Benestad

Download or read book Empirical-statistical Downscaling written by Rasmus E. Benestad and published by World Scientific. This book was released on 2008 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Empirical-statistical downscaling (ESD) is a method for estimating how local climatic variables are affected by large-scale climatic conditions. ESD has been applied to local climate/weather studies for years, but there are few ? if any ? textbooks on the subject. It is also anticipated that ESD will become more important and commonplace in the future, as anthropogenic global warming proceeds. Thus, a textbook on ESD will be important for next-generation climate scientists.

Statistical Downscaling and Bias Correction for Climate Research

Author : Douglas Maraun
Publisher : Cambridge University Press
ISBN 13 : 1107066050
Total Pages : 365 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Statistical Downscaling and Bias Correction for Climate Research by : Douglas Maraun

Download or read book Statistical Downscaling and Bias Correction for Climate Research written by Douglas Maraun and published by Cambridge University Press. This book was released on 2018-01-18 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive and practical guide, providing technical background and user context for researchers, graduate students, practitioners and decision makers. This book presents the main approaches and describes their underlying assumptions, skill and limitations. Guidelines for the application of downscaling and the use of downscaled information in practice complete the volume.

A National Strategy for Advancing Climate Modeling

Author : Committee on a National Strategy for Advancing Climate Modeling
Publisher : National Academies Press
ISBN 13 : 0309259789
Total Pages : 252 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis A National Strategy for Advancing Climate Modeling by : Committee on a National Strategy for Advancing Climate Modeling

Download or read book A National Strategy for Advancing Climate Modeling written by Committee on a National Strategy for Advancing Climate Modeling and published by National Academies Press. This book was released on 2013-01-07 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: As climate change has pushed climate patterns outside of historic norms, the need for detailed projections is growing across all sectors, including agriculture, insurance, and emergency preparedness planning. A National Strategy for Advancing Climate Modeling emphasizes the needs for climate models to evolve substantially in order to deliver climate projections at the scale and level of detail desired by decision makers, this report finds. Despite much recent progress in developing reliable climate models, there are still efficiencies to be gained across the large and diverse U.S. climate modeling community. Evolving to a more unified climate modeling enterprise-in particular by developing a common software infrastructure shared by all climate researchers and holding an annual climate modeling forum-could help speed progress. Throughout this report, several recommendations and guidelines are outlined to accelerate progress in climate modeling. The U.S. supports several climate models, each conceptually similar but with components assembled with slightly different software and data output standards. If all U.S. climate models employed a single software system, it could simplify testing and migration to new computing hardware, and allow scientists to compare and interchange climate model components, such as land surface or ocean models. A National Strategy for Advancing Climate Modeling recommends an annual U.S. climate modeling forum be held to help bring the nation's diverse modeling communities together with the users of climate data. This would provide climate model data users with an opportunity to learn more about the strengths and limitations of models and provide input to modelers on their needs and provide a venue for discussions of priorities for the national modeling enterprise, and bring disparate climate science communities together to design common modeling experiments. In addition, A National Strategy for Advancing Climate Modeling explains that U.S. climate modelers will need to address an expanding breadth of scientific problems while striving to make predictions and projections more accurate. Progress toward this goal can be made through a combination of increasing model resolution, advances in observations, improved model physics, and more complete representations of the Earth system. To address the computing needs of the climate modeling community, the report suggests a two-pronged approach that involves the continued use and upgrading of existing climate-dedicated computing resources at modeling centers, together with research on how to effectively exploit the more complex computer hardware systems expected over the next 10 to 20 years.

Second Assessment of Climate Change for the Baltic Sea Basin

Author : The BACC II Author Team
Publisher : Springer
ISBN 13 : 3319160060
Total Pages : 501 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Second Assessment of Climate Change for the Baltic Sea Basin by : The BACC II Author Team

Download or read book Second Assessment of Climate Change for the Baltic Sea Basin written by The BACC II Author Team and published by Springer. This book was released on 2015-04-03 with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an update of the first BACC assessment, published in 2008. It offers new and updated scientific findings in regional climate research for the Baltic Sea basin. These include climate changes since the last glaciation (approx. 12,000 years ago), changes in the recent past (the last 200 years), climate projections up until 2100 using state-of-the-art regional climate models and an assessment of climate-change impacts on terrestrial, freshwater and marine ecosystems. There are dedicated new chapters on sea-level rise, coastal erosion and impacts on urban areas. A new set of chapters deals with possible causes of regional climate change along with the global effects of increased greenhouse gas concentrations, namely atmospheric aerosols and land-cover change. The evidence collected and presented in this book shows that the regional climate has already started to change and this is expected to continue. Projections of potential future climates show that the region will probably become considerably warmer and wetter in some parts, but dryer in others. Terrestrial and aquatic ecosystems have already shown adjustments to increased temperatures and are expected to undergo further changes in the near future. The BACC II Author Team consists of 141 scientists from 12 countries, covering various disciplines related to climate research and related impacts. BACC II is a project of the Baltic Earth research network and contributes to the World Climate Research Programme.

Geoinformatics and Atmospheric Science

Author : Tomasz Niedzielski
Publisher : Birkhäuser
ISBN 13 : 3319660926
Total Pages : 274 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Geoinformatics and Atmospheric Science by : Tomasz Niedzielski

Download or read book Geoinformatics and Atmospheric Science written by Tomasz Niedzielski and published by Birkhäuser. This book was released on 2017-09-09 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents recent developments in atmospheric sciences driven by numerical modeling which makes use of geospatial technologies and increasing computational power. It gathers examples of how geoinformatics supports meteorological, climatological and water-related studies. One of the most important features of geospatial technologies is that they provide methods and tools which may be utilized in real time or near real time in order to monitor and predict atmospheric processes. This is particularly crucial in areas where dynamics of atmospheric phenomena is considerable and causes difficulties in accurate forecasting. One of such areas is the transitional zone between oceanic and continental features of the mid-latitude climate. Good examples of investigations into the transitional zone come from Poland and its neighboring countries. The topical volume provides the reader with a selection of papers on physically-based and data-based modelling of weather-related phenomena over Poland. This main theme of the topical volume is extended to cover case studies on the use of geoinformatics in atmospheric studies in other regions at a range of spatial scales.

Weather & Climate Services for the Energy Industry

Author : Alberto Troccoli
Publisher : Springer
ISBN 13 : 3319684183
Total Pages : 197 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Weather & Climate Services for the Energy Industry by : Alberto Troccoli

Download or read book Weather & Climate Services for the Energy Industry written by Alberto Troccoli and published by Springer. This book was released on 2018-01-03 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book showcases the burgeoning area of applied research at the intersection between weather and climate science and the energy industry. It illustrates how better communication between science and industry can help both sides. By opening a dialogue, scientists can understand the broader context for their work and the energy industry is able to keep track of and implement the latest scientific advances for more efficient and sustainable energy systems. Weather & Climate Services for the Energy Industry considers the lessons learned in establishing an ongoing discussion between the energy industry and the meteorological community and how its principles and practises can be applied elsewhere. This book will be a useful guiding resource for research and early career practitioners concerned with the energy industry and the new field of research known as energy meteorology.

Floods in a Changing Climate

Author : Ramesh S. V. Teegavarapu
Publisher : Cambridge University Press
ISBN 13 : 1139851659
Total Pages : pages
Book Rating : 4.1/5 (398 download)

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Book Synopsis Floods in a Changing Climate by : Ramesh S. V. Teegavarapu

Download or read book Floods in a Changing Climate written by Ramesh S. V. Teegavarapu and published by Cambridge University Press. This book was released on 2012-11-22 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Measurement, analysis and modeling of extreme precipitation events linked to floods is vital in understanding changing climate impacts and variability. This book provides methods for assessment of the trends in these events and their impacts. It also provides a basis to develop procedures and guidelines for climate-adaptive hydrologic engineering. Academic researchers in the fields of hydrology, climate change, meteorology, environmental policy and risk assessment, and professionals and policy-makers working in hazard mitigation, water resources engineering and climate adaptation will find this an invaluable resource. This volume is the first in a collection of four books on flood disaster management theory and practice within the context of anthropogenic climate change. The others are: Floods in a Changing Climate: Hydrological Modeling by P. P. Mujumdar and D. Nagesh Kumar, Floods in a Changing Climate: Inundation Modeling by Giuliano Di Baldassarre and Floods in a Changing Climate: Risk Management by Slodoban Simonović.

Climate Change in North America

Author : George Ohring
Publisher : Springer Science & Business Media
ISBN 13 : 3319037684
Total Pages : 267 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Climate Change in North America by : George Ohring

Download or read book Climate Change in North America written by George Ohring and published by Springer Science & Business Media. This book was released on 2014-02-12 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes thoroughly the North American Climate of the past 65 million years, with special emphasis on the last 21,000 years, as revealed by paleoclimatic observations and climate models. It analyzes weather observations over the past century and satellite measurements of the last few decades to develop a picture of more recent climatic trends. It explains how global climate models are used to simulate and project climate, and presents the application of these models to reproduce recent climate variations and predict future North American climate. It answers the critical question of whether observed climate change is due to natural variations or human activity.

The Urban Heat Island

Author : Iain D. Stewart
Publisher : Elsevier
ISBN 13 : 0128156902
Total Pages : 184 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis The Urban Heat Island by : Iain D. Stewart

Download or read book The Urban Heat Island written by Iain D. Stewart and published by Elsevier. This book was released on 2021-05-25 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Urban Heat Island (UHI) is an area of growing interest for many people studying the urban environment and local/global climate change. The UHI has been scientifically studied for 200 years and, although it is an apparently simple phenomenon, there is considerable confusion around the different types of UHI and their assessment. The Urban Heat Island—A Guidebook provides simple instructions for measuring and analysing the phenomenon, as well as greater context for defining the UHI and the impacts it can have. Readers will be empowered to work within a set of guidelines that enable direct comparison of UHI effects across diverse settings, while informing a wide range of climate mitigation and adaptation programs to modify human behaviour and the built form. This opens the door to true global assessments of local climate change in cities. Urban planning and design strategies can then be evaluated for their effectiveness at mitigating these changes. Covers both on-surface and near-surface, or canopy, measurements and impacts of Urban Heat Islands (UHI) Provides a set of best practices and guidelines for UHI observation and analysis Includes both conceptual overviews and practical instructions for a wide range of uses

The Climate of the Mediterranean Region

Author : P. Lionello
Publisher : Elsevier
ISBN 13 : 0123914779
Total Pages : 592 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis The Climate of the Mediterranean Region by : P. Lionello

Download or read book The Climate of the Mediterranean Region written by P. Lionello and published by Elsevier. This book was released on 2012-04-19 with total page 592 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Mediterranean region contains a diverse and interesting climate ranging from areas with permanent glaciers to areas of subtropical, semiarid regions. The region is potentially sensitive to climate change and its progress has environmental, social, and economic implications within and beyond the region. Produced by the Mediterranean Climate Variability and Predictability Research Networking Project, this book reviews the evolution of the Mediterranean climate over the past two millennia with projections further into the twenty-first century as well as examining in detail various aspects of the Mediterranean region’s climate including evolution, atmospheric variables, and oceanic and land elements. Integrated with this, the book also considers the social and economic problems or vulnerabilities associated with the region. Written and reviewed by multiple researchers to ensure a high level of information presented clearly, Mediterranean Climate Variables will be an invaluable source of information for geologists, oceanographers, and anyone interested in learning more about the Mediterranean climate. Written by leading experts in the field Presents clear, compelling, and concise evidence Includes the latest thinking in Mediterranean climate research

Water Supply and Water Scarcity

Author : Vasileios A. Tzanakakis
Publisher : MDPI
ISBN 13 : 3039433067
Total Pages : 290 pages
Book Rating : 4.0/5 (394 download)

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Book Synopsis Water Supply and Water Scarcity by : Vasileios A. Tzanakakis

Download or read book Water Supply and Water Scarcity written by Vasileios A. Tzanakakis and published by MDPI. This book was released on 2020-11-04 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Book includes selected papers that has been published in the Water journal Special Issue (SI) on Water Supply and Water Scarcity. Moreover, an overview of the SI is included. The papers selected for publication in the SI include review and research papers on water history, on water management issues under water scarcity regimes, on rainwater harvesting, on water quality and degradation, and on climatic variability impacts on water resources. Overall, the issue identify and highlight the main challenges in water sector, and particularly in management and protection of water resources and in use of alternative (non-conventional) water resources, especially in areas with demographic change and climate vulnerability in order to achieve sustainable and secure water supply. Furthermore, general guidelines and possible solutions for an improved and sophisticated water management system are proposed and discussed, such as the adoption of advanced technological solutions and practices that improve water-use efficiency and the use of alternative water resources, to address the growing environmental and health issues and to reduce the emerging conflicts among water users.

Observed Climate Variability and Change over the Indian Region

Author : M. N. Rajeevan
Publisher : Springer
ISBN 13 : 9811025312
Total Pages : 305 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Observed Climate Variability and Change over the Indian Region by : M. N. Rajeevan

Download or read book Observed Climate Variability and Change over the Indian Region written by M. N. Rajeevan and published by Springer. This book was released on 2016-11-02 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: The objective of the book is to make a comprehensive documentation of the observed variability and change of the regional climate system over the Indian region using the past observed data. The book addresses all the important parameters of regional climate system so that a physically consistent view of the changes of the climate system is documented. The book contains 16 chapters written by the subject experts from different academic and research institutes in India. The book addresses all important components/parameters of the climate system, like rainfall, temperature, humidity, clouds, moisture, sea surface temperature and ocean heat content, sea level, glaciers and snow cover, tropical cyclones and monsoon depressions, extreme rainfall and rainstorms, heat waves and cold waves, meteorological droughts, aerosols, atmospheric aerosols, ozone and trace gases and atmospheric radiative fluxes. One chapter deals with the past monsoon using monsoon proxy data. The last chapter deals with the future climate change projections over the Indian region (rainfall and temperature) made using coupled climate models. Most of the analyses (especially on rainfall, temperature, extreme rainfall, sea surface temperature, meteorological droughts) are based on the data for a longer period of 110 years, 1901–2010. For some other parameters like moisture, clouds, heat waves and cold waves, atmospheric aerosols, ozone and trace gases and radiative fluxes, data of shorter period have been used. The articles documented inter-annual and decadal variability in addition to documenting long term trends of different parameters. The trends have been tested for statistical significance using standard techniques. It is expected that the present book will be an excellent reference material for researchers as well as for policy makers. These results will be useful in interpreting future climate change scenarios over the region being projected using coupled climate models. Further analysis of these results is required for attributing the observed variability and change to natural and anthropogenic activities.

The Future of the World's Climate

Author : Ann Henderson-Sellers
Publisher : Elsevier
ISBN 13 : 012386917X
Total Pages : 678 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis The Future of the World's Climate by : Ann Henderson-Sellers

Download or read book The Future of the World's Climate written by Ann Henderson-Sellers and published by Elsevier. This book was released on 2012-01-31 with total page 678 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The study of climate today seems to be dominated by global warming, but these predictions of climatic models must be placed in their geological, paleo-climatic, and astronomical context to create a complete picture of the Earth's future climate. The Future of the World's Climate presents that perspective with data and projections that have emerged from more technologically advanced and accurate climate modeling"--Publisher's website.

Review of the New York City Department of Environmental Protection Operations Support Tool for Water Supply

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309482798
Total Pages : 215 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Review of the New York City Department of Environmental Protection Operations Support Tool for Water Supply by : National Academies of Sciences, Engineering, and Medicine

Download or read book Review of the New York City Department of Environmental Protection Operations Support Tool for Water Supply written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2019-01-11 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: New York City's water supply system is one of the oldest, largest, and most complex in the nation. It delivers more than 1.1 billion gallons of water each day from three upstate watersheds (Croton, Catskill, and Delaware) to meet the needs of more than eight million people in the City, one million people in Westchester, Putnam, Orange, and Ulster counties, and millions of commuters and tourists who visit the City throughout the year. The Catskill and Delaware portions, which make up about 90 percent of the supply, receive no filtration or treatment other than disinfection, except for rare instances of high turbidity when a coagulant is added to increase deposition of suspended solids. The remaining 10 percent of the supply comes from the Croton watershed and receives treatment via filtration. The drinking water supply is managed by the Bureau of Water Supply within the New York City Department of Environmental Protection (NYC DEP). To continue to avoid filtration of the Catskill/Delaware portion of the water supply, in 2007, NYC DEP reexamined its control of turbidity in the Catskill portion of the water supply, including both structural improvements to the system and operational changes. The Operations Support Tool (OST) was developed as part of these efforts. OST couples models of reservoir operations and water quality; it uses real-time data on streamflow, snow pack, water quality, reservoir levels, diversions, and releases; and it incorporates streamflow forecastsâ€"all in order to predict future reservoir levels, water delivery to customers, and water quality within the system. These predictions inform the system operators, who then make decisions based on the most current data and forecasts. This report reviews the use of OST in current and future reservoir operations. It considers potential ways in which the City can more effectively use OST, makes recommendations for additional performance measures, and reviews the potential effects of climate change on the City's water supply to help identify and enhance understanding of areas of potential future concern with regard to the use of OST.

Large-Scale Machine Learning in the Earth Sciences

Author : Ashok N. Srivastava
Publisher : CRC Press
ISBN 13 : 1498703887
Total Pages : 238 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Large-Scale Machine Learning in the Earth Sciences by : Ashok N. Srivastava

Download or read book Large-Scale Machine Learning in the Earth Sciences written by Ashok N. Srivastava and published by CRC Press. This book was released on 2017-08-01 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the Foreword: "While large-scale machine learning and data mining have greatly impacted a range of commercial applications, their use in the field of Earth sciences is still in the early stages. This book, edited by Ashok Srivastava, Ramakrishna Nemani, and Karsten Steinhaeuser, serves as an outstanding resource for anyone interested in the opportunities and challenges for the machine learning community in analyzing these data sets to answer questions of urgent societal interest...I hope that this book will inspire more computer scientists to focus on environmental applications, and Earth scientists to seek collaborations with researchers in machine learning and data mining to advance the frontiers in Earth sciences." --Vipin Kumar, University of Minnesota Large-Scale Machine Learning in the Earth Sciences provides researchers and practitioners with a broad overview of some of the key challenges in the intersection of Earth science, computer science, statistics, and related fields. It explores a wide range of topics and provides a compilation of recent research in the application of machine learning in the field of Earth Science. Making predictions based on observational data is a theme of the book, and the book includes chapters on the use of network science to understand and discover teleconnections in extreme climate and weather events, as well as using structured estimation in high dimensions. The use of ensemble machine learning models to combine predictions of global climate models using information from spatial and temporal patterns is also explored. The second part of the book features a discussion on statistical downscaling in climate with state-of-the-art scalable machine learning, as well as an overview of methods to understand and predict the proliferation of biological species due to changes in environmental conditions. The problem of using large-scale machine learning to study the formation of tornadoes is also explored in depth. The last part of the book covers the use of deep learning algorithms to classify images that have very high resolution, as well as the unmixing of spectral signals in remote sensing images of land cover. The authors also apply long-tail distributions to geoscience resources, in the final chapter of the book.