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Deep Learning for Hydrometeorology and Environmental Science, Lee Taesam, Singh Vijay P., Cho Kyung Hwa


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Автор: Lee Taesam, Singh Vijay P., Cho Kyung Hwa
Название:  Deep Learning for Hydrometeorology and Environmental Science
ISBN: 9783030647766
Издательство: Springer
Классификация:





ISBN-10: 3030647765
Обложка/Формат: Hardcover
Страницы: 204
Вес: 0.49 кг.
Дата издания: 04.03.2021
Язык: English
Размер: 23.39 x 15.60 x 1.42 cm
Ссылка на Издательство: Link
Поставляется из: Германии
Описание: This book provides a step-by-step methodology and derivation of deep learning algorithms as Long Short-Term Memory (LSTM) and Convolution Neural Network (CNN), especially for estimating parameters, with back-propagation as well as examples with real datasets of hydrometeorology (e.g.


Hydrometeorology

Автор: Collier
Название: Hydrometeorology
ISBN: 1118414985 ISBN-13(EAN): 9781118414989
Издательство: Wiley
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Цена: 18525.00 р.
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Описание: Hydrometeorology presents an introduction to relevant topics in the interdisciplinary fields of hydrology and meteorology. This book is one of the few books aiming to provide a balance between aspects of meteorological and hydrological processes.

Hydrometeorology

Автор: Kevin Sene
Название: Hydrometeorology
ISBN: 3319794965 ISBN-13(EAN): 9783319794969
Издательство: Springer
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Цена: 13974.00 р.
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Applied Hydrometeorology

Автор: Pukhraj Rakhecha; Vijay P. Singh
Название: Applied Hydrometeorology
ISBN: 9048182115 ISBN-13(EAN): 9789048182114
Издательство: Springer
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Цена: 9794.00 р.
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Hydrometeorology

Автор: Christopher G. Collier
Название: Hydrometeorology
ISBN: 1118414977 ISBN-13(EAN): 9781118414972
Издательство: Wiley
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Цена: 8229.00 р.
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Описание: Hydrometeorology presents an introduction to relevant topics in the interdisciplinary fields of hydrology and meteorology. This book is one of the few books aiming to provide a balance between aspects of meteorological and hydrological processes.

Remote Sensing Of Hydrometeorologic

Автор: Petropoulos
Название: Remote Sensing Of Hydrometeorologic
ISBN: 1498777589 ISBN-13(EAN): 9781498777582
Издательство: Taylor&Francis
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Цена: 29858.00 р.
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Описание: This book focuses on drought, flood, frost, landslides, and storms/cyclones and will cover different applications of EO data used from prediction to mapping damages for each category. It will explain the added value of EO technology in comparison with conventional techniques applied today through many case studies.

Hydrometeorology

Автор: Kevin Sene
Название: Hydrometeorology
ISBN: 9400790686 ISBN-13(EAN): 9789400790681
Издательство: Springer
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Цена: 19589.00 р.
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Описание: This book describes recent developments in hydrometeorological forecasting techniques for a range of timescales, from short term to seasonal and longer terms. It conveniently brings together both meteorological and hydrological aspects in a single volume.

Water Resources and Hydrometeorology of the Arab Region

Автор: Mamdouh Shahin
Название: Water Resources and Hydrometeorology of the Arab Region
ISBN: 9401781427 ISBN-13(EAN): 9789401781428
Издательство: Springer
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Цена: 32004.00 р.
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Описание: This book gives a unique portrait of the water resources in the Arab region dealing with climate and hydrology. It provides a historical introduction, physiographic features and geological settings of the region and its climate. The book deals with storage of water and impacts of water scarcity on the region`s future.

The Ganga River Basin: A Hydrometeorological Approach

Автор: Chauhan Manvendra Singh, Ojha Chandra Shekhar Prasad
Название: The Ganga River Basin: A Hydrometeorological Approach
ISBN: 3030608689 ISBN-13(EAN): 9783030608682
Издательство: Springer
Цена: 13974.00 р.
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Описание: This book is a valuable addition to the literature and contributes to research on River Ganges which will help better planning and management of Ganga river basin.

Handbook of Hydrometeorological Ensemble Forecasting

Автор: Qingyun Duan; Florian Pappenberger; Andy Wood; Han
Название: Handbook of Hydrometeorological Ensemble Forecasting
ISBN: 3642399258 ISBN-13(EAN): 9783642399251
Издательство: Springer
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Цена: 97827.00 р.
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Описание: Hydrometeorological prediction involves the forecasting of the state and variation of hydrometeorological elements -- including precipitation, temperature, humidity, soil moisture, river discharge, groundwater, etc.-- at different space and time scales. Such forecasts form an important scientific basis for informing public of natural hazards such as cyclones, heat waves, frosts, droughts and floods. Traditionally, and at most currently operational centers, hydrometeorological forecasts are deterministic, “single-valued” outlooks: i.e., the weather and hydrological models provide a single best guess of the magnitude and timing of the impending events. These forecasts suffer the obvious drawback of lacking uncertainty information that would help decision-makers assess the risks of forecast use. Recently, hydrometeorological ensemble forecast approaches have begun to be developed and used by operational hydrometeorological services. In contrast to deterministic forecasts, ensemble forecasts are a multiple forecasts of the same events. The ensemble forecasts are generated by perturbing uncertain factors such as model forcings, initial conditions, and/or model physics. Ensemble techniques are attractive because they not only offer an estimate of the most probable future state of the hydrometeorological system, but also quantify the predictive uncertainty of a catastrophic hydrometeorological event occurring. The Hydrological Ensemble Prediction Experiment (HEPEX), initiated in 2004, has signaled a new era of collaboration toward the development of hydrometeorological ensemble forecasts. By bringing meteorologists, hydrologists and hydrometeorological forecast users together, HEPEX aims to improve operational hydrometeorological forecast approaches to a standard that can be used with confidence by emergencies and water resources managers. HEPEX advocates a hydrometeorological ensemble prediction system (HEPS) framework that consists of several basic building blocks. These components include:(a) an approach (typically statistical) for addressing uncertainty in meteorological inputs and generating statistically consistent space/time meteorological inputs for hydrological applications; (b) a land data assimilation approach for leveraging observation to reduce uncertainties in the initial and boundary conditions of the hydrological system; (c) approaches that address uncertainty in model parameters (also called ‘calibration’); (d) a hydrologic model or other approach for converting meteorological inputs into hydrological outputs; and finally (e) approaches for characterizing hydrological model output uncertainty. Also integral to HEPS is a verification system that can be used to evaluate the performance of all of its components. HEPS frameworks are being increasingly adopted by operational hydrometeorological agencies around the world to support risk management related to flash flooding, river and coastal flooding, drought, and water management. Real benefits of ensemble forecasts have been demonstrated in water emergence management decision making, optimization of reservoir operation, and other applications.

Mobilities Facing Hydrometeorological Extreme Events 2

Автор: Lutoff, Celine
Название: Mobilities Facing Hydrometeorological Extreme Events 2
ISBN: 1785482904 ISBN-13(EAN): 9781785482908
Издательство: Elsevier Science
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Цена: 19370.00 р.
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Описание:

Mobilities Facing Hydrometeorological Extreme Events 2 covers our need to understand how the interaction of hydro-meteorological, social and development dynamics combine to bring improvement to or a worsening of both mobile and immobile exposure. The book provides a summary of the interdisciplinary work done over the past ten years. Residential mobility--the way in which the occupation of flood zones evolves over time--and its resulting immobile exposure are also at the heart of this work. In addition, the book explores how climate change and its relation to fast floods in various regions of the world, especially the Mediterranean, is creating extreme events.

  • Provides a comprehensive understanding of residential and daily mobilities in extreme hydrometeorological situations
  • Updates on mobility adaptation cycles in the face of extreme hydro-meteorological events
Hydrometeorological Extreme Events and Public Heal th

Автор: Matthies
Название: Hydrometeorological Extreme Events and Public Heal th
ISBN: 1119259304 ISBN-13(EAN): 9781119259305
Издательство: Wiley
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Цена: 13456.00 р.
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Описание: The book explains the link between projected changes in frequency, severity and geographical occurrence of hydrometeorological extreme events and climate change, describe related health effects and outline new developments in adaptation and mitigation options. It illustrates technical facts, with examples of international and national approaches and scientific projects and includes issues around multi-sectoral collaboration, stakeholder involvement and costs.

To bring together various hydrometeorological extreme events and health in one volume, attention is given to general disaster risk management and the all hazards approach.

According to WHO, floods affected 3.4 million people and killed more than 1000 between 2000 and 2011 in the European Region alone (WHO Regional Office for Europe, website). Floods are projected to increase in frequency and severity with climate change, with respective effects for human health and health systems.

Reduction in precipitation and increased risk of droughts is projected for several regions in the world in relation to climate change. In Europe for example, the Mediterranean countries are likely to face more frequent and severe droughts. Literature on health effects and prevention and adaptation measures is still scarce. Drought related health risks are direct and indirect and risk management needs to involve several sectors.

Invited authors cover a wide range of disciplines (e.g. public health specialists, medical doctors, health economists, and climatologists) and have expertise in climate change, extreme weather events and health with regard to health effects as well as to prevention and response measures.

The book is divided in three parts with a range of chapters each. The first part outlines the links between climate change, trends in hydrometeorological extreme events and the effects on human health. It starts off with an overview over recent knowledge on climate change and health and introduces relevant issues around hydrometeorological extreme events.

The second part deals with specific observed and projected health effects of hydrometeorological extreme events, namely heavy precipitation events, floods and droughts. It introduces the concepts of risk and vulnerability and the principles of health impact assessment.

The third part is dedicated to disaster risk management, the multi-hazard approach and specific measures for flood and drought preparedness and response, respectively. It also looks at future needs for adaptation and mitigation measures and the ... resilience. It highlights the role of cross-sectoral collaboration and the of co-benefits for health of measures in other sectors.

The global perspective and the multi-sectoral approach appeals to a broad audience ranging from students and scientists to practitioners and members of the international policy community.


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