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Author: Mauro Naghettini Publisher: Springer ISBN: 3319435612 Category : Science Languages : en Pages : 658
Book Description
This textbook covers the main applications of statistical methods in hydrology. It is written for upper undergraduate and graduate students but can be used as a helpful guide for hydrologists, geographers, meteorologists and engineers. The book is very useful for teaching, as it covers the main topics of the subject and contains many worked out examples and proposed exercises. Starting from simple notions of the essential graphical examination of hydrological data, the book gives a complete account of the role that probability considerations must play during modelling, diagnosis of model fit, prediction and evaluating the uncertainty in model predictions, including the essence of Bayesian application in hydrology and statistical methods under nonstationarity. The book also offers a comprehensive and useful discussion on subjective topics, such as the selection of probability distributions suitable for hydrological variables. On a practical level, it explains MS Excel charting and computing capabilities, demonstrates the use of Winbugs free software to solve Monte Carlo Markov Chain (MCMC) simulations, and gives examples of free R code to solve nonstationary models with nonlinear link functions with climate covariates.
Author: Mauro Naghettini Publisher: Springer ISBN: 3319435612 Category : Science Languages : en Pages : 658
Book Description
This textbook covers the main applications of statistical methods in hydrology. It is written for upper undergraduate and graduate students but can be used as a helpful guide for hydrologists, geographers, meteorologists and engineers. The book is very useful for teaching, as it covers the main topics of the subject and contains many worked out examples and proposed exercises. Starting from simple notions of the essential graphical examination of hydrological data, the book gives a complete account of the role that probability considerations must play during modelling, diagnosis of model fit, prediction and evaluating the uncertainty in model predictions, including the essence of Bayesian application in hydrology and statistical methods under nonstationarity. The book also offers a comprehensive and useful discussion on subjective topics, such as the selection of probability distributions suitable for hydrological variables. On a practical level, it explains MS Excel charting and computing capabilities, demonstrates the use of Winbugs free software to solve Monte Carlo Markov Chain (MCMC) simulations, and gives examples of free R code to solve nonstationary models with nonlinear link functions with climate covariates.
Author: Michael Keller Publisher: John Wiley & Sons ISBN: 1118671511 Category : Science Languages : en Pages : 1472
Book Description
Published by the American Geophysical Union as part of the Geophysical Monograph Series, Volume 186. Amazonia and Global Change synthesizes results of the Large-Scale Biosphere-Atmosphere Experiment in Amazonia (LBA) for scientists and students of Earth system science and global environmental change. LBA, led by Brazil, asks how Amazonia currently functions in the global climate and biogeochemical systems and how the functioning of Amazonia will respond to the combined pressures of climate and land use change, such as Wet season and dry season aerosol concentrations and their effects on diffuse radiation and photosynthesis Increasing greenhouse gas concentration, deforestation, widespread biomass burning and changes in the Amazonian water cycle Drought effects and simulated drought through rainfall exclusion experiments The net flux of carbon between Amazonia and the atmosphere Floodplains as an important regulator of the basin carbon balance including serving as a major source of methane to the troposphere The impact of the likely increased profitability of cattle ranching. The book will serve a broad community of scientists and policy makers interested in global change and environmental issues with high-quality scientific syntheses accessible to nonspecialists in a wide community of social scientists, ecologists, atmospheric chemists, climatologists, and hydrologists.
Author: Garik Gutman Publisher: Springer Science & Business Media ISBN: 9400743068 Category : Business & Economics Languages : en Pages : 474
Book Description
This volume is a synthesis of the NASA funded work under the Land-Cover and Land-Use Change Program. Hundreds of scientists have worked for the past eight years to understand one of the most important forces that is changing our planet-human impacts on land cover, that is land use. Its contributions span the natural and the social sciences, and apply state-of-the-art techniques for understanding the earth: satellite remote sensing, geographic information systems, modeling, and advanced computing. It brings together detailed case studies, regional analyses, and globally scaled mapping efforts. This is the most organized effort made to understand the dominant force that has been responsible for changing the Earth’s biosphere. Audience: This publication will be of interest to students, scientists, and policy makers. This volume includes a CD-ROM containing full color images of a selection of illustrations which are printed in black-and-white in the book.
Author: Wenceslau Geraldes Teixeira Publisher: Springer ISBN: 3319060139 Category : Technology & Engineering Languages : en Pages : 508
Book Description
The importance to preserve soil and water have is increasingly recognized. Agricultural practices and ecological trends both affect and are affected by soil physical properties. The more frequency of natural disasters, as landslides and thunderstorms addresses the importance to integrate soil characteristics in predictive models. Soil physics research has grown considerably specially in the use of innovative sensors, soil databases, and modeling techniques have been introduced into soil water relationship and environmental monitoring. Those advances are thoroughly dispersed in articles and conference proceedings In this volume, the authors will bring together the effectiveness of many new field and lab sensors and examine the current state-of-the-art in modeling and data analysis. It also includes innovative approaches and case studies in tropical soils. Future directions in soil physics research are given by key researchers in this discipline.
Author: Assefa M. Melesse Publisher: Springer ISBN: 3319187872 Category : Nature Languages : en Pages : 822
Book Description
The book presents the processes governing the dynamics of landscapes, soils and sediments, water and energy under different climatic regions using studies conducted in varied climatic zones including arid, semi-arid, humid and wet regions. The spatiotemporal availability of the processes and fluxes and their linkage to the environment, land, soil and water management are presented at various scales. Spatial scales including laboratory, field, watershed, river basin and regions are represented. The effect of tillage operations and land management on soil physical characteristics and soil moisture is discussed. The book has 35 chapters in seven sections: 1) Landscape and Land Cover Dynamics, 2) Rainfall-Runoff Processes, 3) Floods and Hydrological Processes 4) Groundwater Flow and Aquifer Management, 5) Sediment Dynamics and Soil Management, 6) Climate change impact on vegetation, sediment and water dynamics, and 7) Water and Watershed Management.
Author: Peter James Dennedy-Frank Publisher: ISBN: Category : Languages : en Pages :
Book Description
Globally, more than 700 million people live in watersheds with a degraded ability to provide hydrologic ecosystem (hydro-eco) services, such as improved water yield and moderation of peak and dry-season river flows. Restoring pre-development land cover to provide hydro-eco services has become a major driver of conservation. This dissertation investigates the hydrologic response to land-cover change in high-resolution hydrologic models of 32 watersheds spanning six continents and diverse climate zones. The watershed site models are used to explore streamflow changes for scenarios of land-cover restoration to a pre-development state, as well as land-cover development to agricultural or urban conditions. The site models are used to simulate land-cover change of 10% of watershed area, which is larger than the area typically selected for hydro-eco service investment. On average the magnitude of annual average water yield, low flow, and high flow are reduced 1-3% under restoration. The magnitude is similar but the direction reversed for development to agricultural or urban conditions. Focusing on restoration, results show that groups of watersheds have similar streamflow response characteristics to land cover-change despite the limited response magnitude. The groups are identified using a graph-connectedness approach based on the sign correlation of changes in 26 streamflow index values. Watersheds fall into three clusters characterized by their hydrologic responses to land-cover change: 1) low-flow intensifying, 2) high-flow intensifying, and 3) high-flow enhancing. Non-parametric hypothesis testing is used to identify which particular streamflow indices, watershed features, and pre-restoration flow features are characteristic of watersheds in the respective clusters. Under restoration, sites in the low-flow intensifying cluster exhibit an increase in low flow and a decrease in high flow. Sites in the high-flow intensifying cluster show high flow increases (relative to each site's median flow) and low flow decreases. The high-flow enhancing cluster behaves like the high-flow intensifying cluster, but has smaller reductions in low flows. Soil characteristics in the sites are distinct across clusters. Watersheds with smaller soil depths and available soil water content fall into the low-flow intensifying cluster, and these soil characteristics are statistically different from those of sites in the high-flow enhancing and intensifying clusters. After restoration, the low-flow intensifying watersheds typically exhibit greater infiltration and shift water to the low-flow regime. This flowvi regulating behavior is a desired effect of watershed restoration. In contrast, high-flow intensifying watersheds exhibit increased transpiration that reduces low flow. Such behavior is detrimental to regions with limited water availability. This study uses local hydrologic site models in a broad range of conditions to better understand how landcover changes affect hydrologic response and under what conditions such changes might enhance hydro-eco services. Results contribute useful guidance about the generally limited effects of land-cover change on water yield. This work also provides useful understanding about key watershed characteristics that affect streamflow responses to restoration.
Author: Prem C. Pandey Publisher: John Wiley & Sons ISBN: 1119615976 Category : Technology & Engineering Languages : en Pages : 528
Book Description
Sustainable management of natural resources is an urgent need, given the changing climatic conditions of Earth systems. The ability to monitor natural resources precisely and accurately is increasingly important. New and advanced remote sensing tools and techniques are continually being developed to monitor and manage natural resources in an effective way. Remote sensing technology uses electromagnetic sensors to record, measure and monitor even small variations in natural resources. The addition of new remote sensing datasets, processing techniques and software makes remote sensing an exact and cost-effective tool and technology for natural resource monitoring and management. Advances in Remote Sensing for Natural Resources Monitoring provides a detailed overview of the potential applications of advanced satellite data in natural resource monitoring. The book determines how environmental and - ecological knowledge and satellite-based information can be effectively combined to address a wide array of current natural resource management needs. Each chapter covers different aspects of remote sensing approach to monitor the natural resources effectively, to provide a platform for decision and policy. This important work: Provides comprehensive coverage of advances and applications of remote sensing in natural resources monitoring Includes new and emerging approaches for resource monitoring with case studies Covers different aspects of forest, water, soil- land resources, and agriculture Provides exemplary illustration of themes such as glaciers, surface runoff, ground water potential and soil moisture content with temporal analysis Covers blue carbon, seawater intrusion, playa wetlands, and wetland inundation with case studies Showcases disaster studies such as floods, tsunami, showing where remote sensing technologies have been used This edited book is the first volume of the book series Advances in Remote Sensing for Earth Observation.
Author: Ramakar Jha Publisher: Springer Nature ISBN: 303064202X Category : Science Languages : en Pages : 544
Book Description
This book provides insights and a capacity to understand the climate change phenomenon, its impact on water resources, and possible remedial measures. The impact of climate change on water resources is a global issue and cause for concern. Water resources in many countries are extremely stressed, and climate change along with burgeoning populations, the rise in living standards, and increasing demand on resources are factors which serve to exacerbate this stress. The chapters provide information on tools that will be useful to mitigate the adverse consequences of natural disasters. Fundamental to addressing these issues is hydrological modelling which is discussed in this book and ways to combat climate change as an important aspect of water resource management.
Author: Mauro Naghettini
Author: Mauro Naghettini
Author: Michael Keller
Author: Dawd Temam
Author: Garik Gutman
Author: Wenceslau Geraldes Teixeira
Author: Assefa M. Melesse
Author: Peter James Dennedy-Frank
Author: Prem C. Pandey
Author: Ramakar Jha
Author: A. A. Klingebiel