Kooperativer Bibliotheksverbund

UID:

Format: 1 Online-Ressource (xiv, 204 Seiten) , Illustrationen, Diagramme, Karten

ISBN: 9783030647773 , 978-3-030-64777-3

ISSN: 0921-092X , 1872-4663

Series Statement: Water science and technology library volume 99

Content: 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. streamflow and temperature) and environmental science (e.g. water quality). Deep learning is known as part of machine learning methodology based on the artificial neural network. Increasing data availability and computing power enhance applications of deep learning to hydrometeorological and environmental fields. However, books that specifically focus on applications to these fields are limited. Most of deep learning books demonstrate theoretical backgrounds and mathematics. However, examples with real data and step-by-step explanations to understand the algorithms in hydrometeorology and environmental science are very rare. This book focuses on the explanation of deep learning techniques and their applications to hydrometeorological and environmental studies with real hydrological and environmental data. This book covers the major deep learning algorithms as Long Short-Term Memory (LSTM) and Convolution Neural Network (CNN) as well as the conventional artificial neural network model.

Note: Contents 1 Introduction 1.1 What is Deep Learning? 1.2 Pros and Cons of Deep Learning 1.3 Recent Applications of Deep Learning in Hydrometeorological and Environmental Studies 1.4 Organization of Chapters 1.5 Summary and Conclusion References 2 Mathematical Background 2.1 Linear Regression Model 2.1.1 Simple Linear Regression 2.1.2 Multiple Linear Regression 2.2 Time Series Model 2.2.1 Autoregressive Model (AR) 2.3 Probability Distributions 2.3.1 Normal Distributions 2.3.2 Gamma Distribution 2.4 Exercises References 3 Data Preprocessing 3.1 Normalization 3.2 Data Splitting for Training and Testing 3.3 Exercises 4 Neural Network 4.1 Terminology in Neural Network 4.1.1 Components of Neural Network 4.1.2 Activation Functions 4.1.3 Error and Loss Function 4.1.4 Softmax and One-Hot Encoding 4.2 Artificial Neural Network 4.2.1 Simplest Network 4.2.2 Feedforward and Backward Propagation 4.2.3 Network with Multiple Input and Output Variables 4.2.4 Python Coding of the Simple Network 4.3 Exercises 5 Training a Neural Network 5.1 Initialization 5.2 Gradient Descent 5.3 Backpropagation 5.3.1 Simple Network 5.3.2 Full Neural Network 5.3.3 Python Coding of Network 5.4 Exercises Reference 6 Updating Weights 6.1 Momentum 6.2 Adagrad 6.3 RMSprop 6.4 Adam 6.5 Nadam 6.6 Python Coding of Updating Weights 6.7 Exercises References 7 Improving Model Performance 7.1 Batching and Minibatch 7.2 Validation 7.2.1 Python Coding of K-Fold Cross-Validation 7.3 Regularization 7.3.1 L-Norm Regularization 7.3.2 Dropout 7.3.3 Python Coding of Regularization 7.4 Exercises Reference 8 Advanced Neural Network Algorithms 8.1 Extreme Learning Machine (ELM) 8.1.1 Basic ELM 8.1.2 Generalized ELM 8.1.3 Python Coding 8.2 Autoencoder 8.2.1 Vanilla Autoencoder 8.2.2 Regularized Autoencoder 8.2.3 Python Coding of Regularized AE 8.3 Exercises Reference 9 Deep Learning for Time Series 9.1 Recurrent Neural Network 9.1.1 Backpropagation 9.1.2 Backpropagation Through Time (BPTT) 9.2 Long Short-Term Memory (LSTM) 9.2.1 Basics of LSTM 9.2.2 Example of LSTM 9.2.3 Backpropagation of a Simple LSTM 9.2.4 Backpropagation Through Time (BPTT) 9.3 Gated Recurrent Unit (GRU) 9.3.1 Basics of GRU 9.3.2 Example of GRU 9.3.3 Backpropagation of a Simple GRU Model 9.4 Exercises References 10 Deep Learning for Spatial Datasets 10.1 Convolutional Neural Network (CNN) 10.1.1 Definition of Convolution 10.1.2 Elements of CNN 10.2 Backpropagation of CNN 10.3 Exercises 11 Tensorflow and Keras Programming for Deep Learning 11.1 Basic Keras Modeling 11.2 Temporal Deep Learning (LSTM and GRU) 11.3 Spatial Deep Learning (CNN) 11.4 Exercises References 12 Hydrometeorological Applications of Deep Learning 12.1 Stochastic Simulation with LSTM 12.1.1 Mathematical Description for Stochastic Simulation with LSTM 12.1.2 Colorado Monthly Streamflow 12.1.3 Results of Colorado River 12.1.4 Python Coding 12.1.5 Matlab Coding 12.2 Forecasting Daily Temperature with LSTM 12.2.1 Preparing the Data 12.2.2 Methodology 12.2.3 Results 12.2.4 Python Coding 12.3 Exercises References 13 Environmental Applications of Deep Learning 13.1 Remote Sensing of Water Quality Using CNN 13.1.1 Introduction 13.1.2 Study Area and Monitoring 13.1.3 Field Data Collection 13.1.4 Point-Centered Regression CNN (PRCNN) 13.1.5 Results and Discussion 13.1.6 Conclusion 13.1.7 Python Coding References

In: Water science and technology library, volume 99

Language: English

Keywords: Electronic books

DOI: 10.1007/978-3-030-64777-3

URL: Ebook (access only within the AWI network)

Author information: Singh, Vijay P. 1946-

UID:

Format: 1 Band (verschiedene Seitenzählungen) , Illustrationen, Diagramme, Karten

Edition: Second edition to replace the classic 1964 edition edited by Ven Te Chow

ISBN: 9780071835091 , 0071835091

Note: Literaturangaben

Additional Edition: Erscheint auch als

Language: English

Author information: Singh, Vijay P. 1946-

UID:

Format: 1 Online-Ressource (xvi, 551 Seiten) , Illustrationen

ISBN: 9783030642020 , 978-3-030-64202-0

ISSN: 0921-092X , 1872-4663

Series Statement: Water science and technology library Volume 98

Content: 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.

Note: Contents 1 Trend Analyses of Seasonal Mean Temperature Series Pertaining to the Tapi River Basin Using Monthly Data / Ganesh D. Kale 2 Dry Spell and Wet Spell Characterisation of Nandani River Basin, Western Maharashtra, India / Abhijit Mohanrao Zende and Prashant Basavaraj Bhagawati 3 Assessment of Climate Change on Crop Water Requirement in Tandula Command of Chhattisgarh (India) / Rahul Kumar Jaiswal, H. L. Tiwari, and Anil Kumar Lohani 4 Impact of Climate Change on Hydrological Regime of Narmada River Basin / Deepak Kumar Tiwari, H. L. Tiwari, Raman Nateriya, and Satanand Mishra 5 Climate Change Impacts on Water Resources in Ethiopia / Abiot Ketema and G. S. Dwarakish 6 Spatio-Temporal Trend Analysis of Long-Term IMD-Gridded Precipitation in Godavari River Basin, India / C. H. Praveenkumar and V. Jothiprakash 7 Forecasting Reference Evapotranspiration Using Artificial Neural Network for Nagpur Region / Nikhil Band, Aniruddha Ghare, and Avinash Vasudeo 8 Time-Varying Downscaling Model (TVDM) and its Benefit to Capture Extreme Rainfall / Subbarao Pichuka and Rajib Maity 9 An Assessment of Impact of Land Use–Land Cover and Climate Change on Quality of River Using Water Quality Index / Manisha Jamgade and Shrikant Charhate 10 Assessment of Tail Behavior of Probability Distributions of Daily Precipitation Data Over India / Neha Gupta and Sagar Rohidas Chavan 11 Benefit of Time-Varying Models Developed Using Graphical Modeling Approach for Probabilistic Prediction of Monthly Streamflow / Riya Dutta and Rajib Maity 12 Determination of Effective Discharge Responsible for Sediment Transport in Cauvery River Basin / Shobhit Maheshwari and Sagar Rohidas Chavan 13 A Comparative Study of Potential Evapotranspiration in an Agroforestry Region of Western Ghats, India / Pandu Narayana and K. Varija 14 Influence of Air Temperature on Local Precipitation Extremes Across India / Sachidanand Kumar, Kironmala Chanda, and Srinivas Pasupuleti 15 Effect of Spatial and Temporal Land Use-Land Cover Change on the Rainfall Trend: A Case Study in Kerala / Lini R. Chandran and P. G. Jairaj 16 Innovations and Application of Operational Ocean Data Products for Security of Marine Environment / Madhulika Sinha and Shrikant Charhate 17 Statistical Downscaling of Sea Level by Support Vector Machine and Regression Tree Approaches / S. Sithara, S. K. Pramada, and Santosh G. Thampi 18 Assessing the Impacts of Climate Change on Crop Yield in Upper Godavari River Sub-basin Using H08 Hydrological Model / Pushpendra Raghav and T. I. Eldho 19 Evaluation of Time Discretization of Daily Rainfall From the Literature for a Specific Site / R. Harshanth, Saha Dauji, and P. K. Srivastava 20 Quality Checks on Continuous Rainfall Records: A Case Study / R. Harshanth, Saha Dauji, and P. K. Srivastava 21 Assuring Water Intake Sustainability Under Changing Climate / Gaurav Talukdar and Arup Kumar Sarma 22 Characteristics of Gldas Evapotranspiration and Its Response to Climate Variability Across Ganga Basin, India / Lalit Pal, C. S. P. Ojha, and Amit Kumar 23 Seasonal and Inter-Annual Variability of Sea Surface Temperature and Its Correlation with Maximum Sustained Wind Speed in Bay of Bengal / Jiya Albert and Prasad K. Bhaskaran 24 Comparison of CMIP5 Wind Speed from Global Climate Models with In-Situ Observations for the Bay of Bengal / Athira Krishnan and Prasad K. Bhaskaran 25 Trend Analysis of Temperature for Eastern Ganga Canal Command / Radha Krishan, Bhaskar R. Nikam, and Deepak Khare 26 Analysis of Long-Term Rainfall Trends in Rajasthan, India / Darshan Mehta and S. M. Yadav 27 Statistical Downscaling of GCM Output and Simulation of Rainfall Scenarios for Brahmani Basin / Lasyamayee Lopamudra Sahoo and Kanhu Charan Patra 28 Impact of Land Use–Land Cover Changes on the Streamflow of the Kolab River Basin Using SWAT Model / Partha Sarathi Bhunia and Kanhu Charan Patra 29 Statistical Downscaling of Climatic Variables in Indo-Gangatic Alluvial Plain / Prabhakar Shukla and Raj Mohan Singh 30 Comparing Global High-Resolution Precipitation Data with Rain Gauge Data in Assam, India / Pulendra Dutta, Dipsikha Devi, and Arup Kr. Sarma 31 Variability of Rainfall, Temperature and Potential Evapotranspiration at Annual Time Scale Over Tapi to Tadri River Basin, India / Prem Mahyavanshi, V. D. Loliyana, and Priyank J. Sharma 32 Climate Change and Water Resources: Emerging Challenges, Vulnerability and Adaptation in Indian Scenario / Y. Shiva Shankar, Abhishek Kumar, and Devendra Mohan 33 Observed Spatio-Temporal Trends of Precipitation and Temperature Over Afghanistan / S. Rehana, P. Krishna Reddy, N. Sai Bhaskar Reddy, Abdul Raheem Daud, Shoaib Saboory, Shoaib Khaksari, S. K. Tomer, and U. Sowjanya 34 Identification of Historical Shift, Dispersion, and Trend of the Monsoon Season for Guwahati City Using Fuzzy Segmentation and Trend Analyses / Amrutha Suresh and Pekkat Sreeja 35 Analysis of Intensity–Duration– Frequency and Depth–Duration– Frequency Curve Projections Under Climate Variability / Manish Kumar Sinha, Klaus Baier, Rafig Azzam, M. K. Verma, and Ramakar Jha 36 Changes in Monthly Hydro-Climatic Indices for Middle Tapi Basin, India / Priyank J. Sharma, P. L. Patel, and V. Jothiprakash 37 Multiobjective Automatic Calibration of a Physically Based Hydrologic Model Using Multiobjective Self-Adaptive Differential Evolution Algorithm / Saswata Nandi and M. Janga Reddy 38 Adaptive Neuro-Fuzzy Inference System-Based Yield Forecast Using Climatic Variables / Kalpesh Borse and P. G. Agnihotri 39 Impact of Climate Change on Hydrological Parameters / Arunima Priyadarsini Patnaik and Bandita Naik 40 Morphometric Analysis of Kosi River Basin, Bihar, India Using Remote Sensing and GIS Techniques / Niraj Kumar and Ramakar Jha 41 Simulation of Impact of Climate Change on the Performance of a Reservoir System in Eastern India / Satabdi Saha, Debasri Roy, and Rajib Das 42 Assessing the Impact of Spatial Resolution on Land Surface Model Based on Hydrologic Simulations / Aiendrila Dey and Renji Remesan 43 Infilling Missing Monthly Maximum and Minimum Temperature Dataset by EM Algorithm Followed by Distribution Based Statistical Assessment Using Eight Absolute Homogeneity Tests / P. Kabbilawsh, D. Sathish Kumar, and N. R. Chithra 44 Multisite Monthly to Daily Naturalised Streamflow Disaggregation Using Daily Flow Pattern Hydrograph / Vivek Verma 45 Error Analysis of TMPA Near Real-Time Precipitation Estimates for an Indian Monsoon Region / Ashish Kumar and RAAJ Ramsankaran 46 Comparison of Selection of Predictors for Statistical Downscaling of Precipitation Using Different Statistical Techniques / Kumar Keshav, Vivekanand Singh, and Roshni Thendiyath

In: Water science and technology library, Volume 98

Language: English

Keywords: Electronic books ; Aufsatzsammlung

DOI: 10.1007/978-3-030-64202-0

URL: Ebook (access only within the AWI network)

UID:

Format: XLII, 1253 S. , zahlr. Ill., graph. Darst., Kt.

ISBN: 9789048126439

Series Statement: Encyclopedia of earth sciences series

Content: Contents: Ablation Depression.-Ablatometer.-Acidity of Glacier Ice.-Active Ice Wedge.-Adfreeze.-Aerial Photogrammetry for Glacial Monitoring.-Alaskan Glaciers.-Albedo.-Alps.-Altai-Sayan Glaciers.-Anabatic Winds: In Relation with Snow/Glacier Basin.-Anchor Ice.-Andean Glaciers.-Anisotropic Ice Flow.-Antarctica.-Anti-Icing.-Anti-Syngenetic Ice Wedge.-Appalachian Glacier Complex in Maritime Canada.-Arctic Hydroclimatology.-Artificial Ground Freezing.-Artificial Production of Snow.-Atmosphere-Snow/Ice Interactions.-Atmospheric Circulation and Glaciochemical Records.-Automated Glacier Mapping.-Basal Sediment Evacuation by Subglacial Drainage Systems.-Base Flow/Groundwater Flow.-Bed (Bottom) Topography.-Bed Forms (Fluvial).-Bed Roughness.-Bed Strength.-Benchmark Glacier.-Biogeochemistry of Sea Ice.-Blue Ice.-Bottom Melting or Undermelt (Ice Shelf).-Brash Ice.-Calving Glaciers.-Canadian Rockies and Coast Mountains of Canada.-Cascade Mountains, USA.-Cascade System.-Catastrophic Flooding.-Catastrophic Rock Slope Failures and Mountain Glaciers.-Catchment Glacier.-Caucasus Mountains.-Characteristics of Snow and Glacier Fed Rivers in Mountainous Regions with Special Reference to Himalayan Basins.-Chemical Composition of Snow, Ice, and Glaciers.-Chemical and Microbe Records in Snow and Ice.-Chemical Processes in Snow and Ice.-Circulation and Mixing in Ice-Covered Lakes.-Cirque Glaciers.-Temperature and Precipitation.-Cloudburst.-Cohesion.-Cold-Based Glaciers.-Condensation Nuclei.-Confluence of Rivers.-Congelation Ice.-Crack.-Creep.-Crevasses.-Critical Temperature.-Crush.-Crust.-Cryoconite.-Cryodessication.-Cryofront.-Cryogenesis.-Cryogenic Aquiclude.-Cryogenic Fabric.-Cryolithology.-Cryopeg.-Cryosol.-Cryostatic Pressure.-Cryostructure.-Cryoturbation.-Dating Glacial Landforms.-Dead Ice.-Debris.-Debris Thermal Properties and Impact on Ice Ablation.-Debris-Covered Glaciers.-Deglaciation.-Degree-Days.-Depletion of Snow Cover.-Deposition from Debris-Rich Ice.-Digital Elevation Model Generation over Glacierized Region.-Digital Image Information Extraction Techniques for Snow Cover Mapping from Remote Sensing Data.-Direct Surface Runoff.-Discharge/Streamflow.-Distributary Channels.-Diurnal Cycle of Runoff.-Diverging Ice Flow.-Drift Glacier/Ice/Snow.-Dry and Wet Snow Line/Zone.-Dry Snow.-Dye Tracer Investigations of Glacier Hydrology.-Dynamics of Glaciers.-Elongation Ratio.-Englacial Conduit.-Englacial Processes.-.Environmental Isotopes.-Epigenetic Ice.-Epiglacial Morphology.-Equilibrium-Line Altitude (ELA).-Erosion of Hard Rock Bed.-Erosion Rate.-Estimation of Glacier Volume and Volume Change by Scaling Methods.-Estuary Ice Cover.-Fast Ice.-Finger Rafting.-Firn.-Fjords.-Foliation.-Forbes Band.-Formation and Deformation of Basal Ice.-Frazil.-Freezing Bottom (Ice Shelf).-Freezing Meltwater.-Freezing and Thawing Index.-Frequency Analysis of Snow Storms.-Fresh Water Storage.-Frictional Melting.-Frost.-Frozen Soil Hydrology.-Frozen Toe (Outer Zone of Glacier Snout).-Gelisols.-Geochemistry of Snow and Ice.-Geocryology.-GIS in Glaciology.-Glacial Drainage Characteristics.-Glacial Ecosystems.-Glacial Erosion.-Glacial Erratic.-Glacial Geomorphology and Landforms Evolution.-Glacial Grooves.-Glacial Overdeepening.-Glacial Striations.-Glacial Trough.-Glacial/Interglacial Cycles.-Glaciation During Times of Enhanced/Reduced Atmospheric Carbon Dioxide.-Glaciations and Groundwater Flow Systems.-Glacier.-Glacier Bird of the Andes.-Glacier Cave.-Glacier Field Studies: Important Things to Notice.-Glacier Hydrology.-Glacier Lake Outburst Floods.-Glacier Mass Balance.-Glacier Motion/Ice Velocity.-Glacier Pothole.-Glacier Sliding.-Glacier Surging.-Glacier System.-Glacier Toe.-Glaciers of the Karakoram Himalaya.-Glacieret.-Glacierization.-Glacioeustasy.-Glaciofluvial.-Glaciogenic Deposits.-Glaciohydraulic Supercooling.-Glacioisostasy.-Glaciolacustrine.-Glaciology.-Glaciomarine.-Glaciostatic Pressure/Stress.-Glaciotectonic Structures, Landforms, and Processes.-Global Climate Modeling in Cryospheric Assessment.-Global Outlook of Snowcover, Sea Ice, and Glaciers.-Global Warming and its Effect on Snow/Ice/Glaciers.-GPS in Glaciology, Applications.-GRACE in Glaciology.-Granulometry.-Gravel Sheet.-Gravitational Mass Movement Deposits.-Gravity Flow (Mass Flow).-Gray-White Ice.-Greenland Glaciers Outside the Ice Sheet.-Greenland Ice Sheet.-Ground Ice.-Ground Penetrating Radar Measurements over Glaciers.-Heat and Mass Transfer in Sea Ice.-High Elevation Glacio-Climatology.-Himalaya.-Himalayan Glaciers in 2010 and 2035.-Hindu Kush.-Holocene Glacier Fluctuations.-Horizontal Component of Ablation.-Horizontal Component of Velocity.-Hummocks (Peat).-Hydrochemical Characteristics of Snow, Ice, and Glaciers.-Hydrogen Isotopes.-Hydrographs.-Hydrologic Cycle and Snow.-Hydrological Response in Glacierized Basins.-Hydrology of Jökulhlaups.-Hydropower: Hydroelectric Power Generation from Alpine Glacier Melt.-Hypsometry.-Hysteresis.-Ice.-Ice Age.-Ice Age Cycles: Data, Models, and Uncertainties.-Ice Age Development Theory.-Ice Apron.-Ice Caps.-Ice Caves.-Ice Core.-Ice Covered Lakes.-Ice Dams.-Ice Sheet.-Ice Sheet Mass Balance.-Ice Shelf.-Ice-Cored Moraines.-Ice-Dammed Lakes.-Ice-Marginal Deposition.-Ice-Marginal Processes.-Ice-Volcano Interactions.-Icefall.-Iceland Glaciers.-ICESat Data in Glaciological Studies.-Icicle.-Icing.-Impacts of Snow and Glaciers on Runoff.-Interception of Snow.-Interflow.-International Polar Year 20072008.-Interstitial Ice.-Intrusive Ice.-Inventory of Glaciers.-Inverse Methods in Glaciology.-Inversion Layers.-Inverted Cup Depth Hoar Crystals.-Irreducible Water.-Isotope Analysis.-Isotopic Characteristics of Ice, Snow, and Glaciers.-Isotopic Fractionation of Freezing Water.-Isotopic Signatures.-Kame and Kettle Topography.-Katabatic Wind: In Relation with Snow and Glaciers.-Kilimanjaro.-Kunlun Mountains.-Lake Ellsworth.-Lake Ice.-Lake Vostok.-Laminated Sediments.-Landforms of Glacial Deposition.-Landforms of Glacial Erosion.-Landforms of Glacial Transportation.-Landscapes of Glacial Erosion.-Last Glacial Maximum Glaciation (LGM/LGP) in High Asia (Tibet and Surrounding Mountains).-Latent Heat of Condensation.-Latent Heat of Fusion/Freezing.-Latent Heat of Sublimation.-Latent Heat of Vaporization/Condensation.-Lateroglacial.-Lateroglacial Landform Systems.-Laurentide Ice Sheet.-Layering of Snow.-LIDAR in Glaciology.-Little Ice Age.-Lobe.-Mapping of Internal Glacial Layers.-Marginal Channel (Lateral Meltwater Channel).-Marginal Ice Zones.-Marine Glaciers.-Marine Ice Sheet.-Mechanical Weathering.-Median Elevation of Glaciers.-Mediterranean Glaciers and Glaciation.-Melt Runoff Modeling.-Melting Processes.-Meltwater Channels.-Meltwater Conduit.-Meltwater Erosion.-Meltwater Pressure.-Meltwater Storage.-Microorganisms Associated with Glaciers.-Monitoring and Warning Systems.-Monsoonal Records Observed from Snow/Ice/Glacier.-Moraine.-Moulins.-Mount Everest.-Mount Kenya.-Mountain Geomorphology.-Natural Hazards Associated with Glaciers and Permafrost.-Negative Temperature Gradient (in Ice).-Neoglaciation.-Network of Stakes.-New Zealand Glaciers.-Niche Glacier.-Normalized-Difference Snow Index (NDSI).-Nye (N) Channels.-Ogives.-Optical Remote Sensing of Alpine Glaciers.-Orographic Precipitation.-Outlet Glacier.-Overburden Pressure.-Oxygen Isotopes.-Palaeo Glaciofluvial Sediment Systems.-Palaeo-Channel.-Palaeo-Ice Stream.-Palaeoclimate and Past Glaciations.-Palaeohydrology.-Pamirs.-Pancake Ice.-Papua.-Paraglacial Landscape Transformations.-Patagonia.-Paternoster Lakes.-Peak Flood Glacier Discharge.-Percolation Zone.-Perennially Frozen Ground.-Periglacial.-Permacrete.-Permafrost.-Permafrost on Asteroids.-Permafrost and Climate Interactions.-Permafrost Modeling.-Permanent/Perpetual Snow Line.-Physical Properties of Snow.-Piedmont Glaciers.-Pingo.-Plastic Deformation.-Plastic Flow.-Pleistocene Epoch.-Plucking.-Polythermal Glaciers.-Precipitation.-Proglacial Lakes.-Quaternary Glaciation.-Radar Application in Snow, Ice, and Glaciers.-Radiative Transfer Modeling.-Radioactive Fallout.-Radioactive Isotopes.-Radioactivity.-Rain-Induced Snowmelt.-Ram Resistance.-Rating Curve.-Recession Coefficient.-Recession of Discharge.-Reconstruction of the Last Glaciations in the Whole of Asia.-Recrystallization of Ice.-Refreezing of Meltwater.-Regelation.-Remobilization (of Debris).-Resedimentation.-Retreat/Advance of Glaciers.-Rime Ice.-River Ice Hydrology.-Roche Moutonnees.-Rock Glaciers.-Rocky Mountains.-Röthlisberger (R)-Channels.-Runoff Coefficient.-Runoff Generation.-Runoff Observations.-Runout Distance.-Salinity.-Saltation.-Scandinavian Glaciers.-Sea Ice.-Sea-Level.-Seasonal Frost.-Seasonal Snow Cover.-Sediment Budgets.-Sediment Core and Glacial Environment Reconstruction.-Sediment Entrainment, Transport, and Deposition.-Sediment Flux Source-To-Sink.-Sediment Gravity Flow.-Sediment Routing.-Sediment Transfer Modeling.-Sediment Yield.-SEM Analysis of Glacial Sediments.-Septa of Englacial Debris.-Serac.-Siberia.-Slush and Sleet of Snow.-Snow.-Snow Bed/Snow Bed Vegetation.-Snow Course.-Snow Cover and Snowmelt in Forest Regions.-Snow Cover Changes in the Alps.-Snow Crystal Structure.-Snow Deformation.-Snow Density.-Snow Depth.-Snow Drift.-Snow Gauge.-Snow Grains.-Snow Hydrology.-Snow Layer.-Snow Load.-Snow Metamorphism.-Snow Microstructure.-Snow Pellet.-Snow Pillow.-Snow Pit.-Snow Ripening.-Snow Skating.-Snow Skiing.-Snow Storm.-Snow and Vegetation Interaction.-Snow Water Equivalent.-Snowboard.-Solifluction.-Solute in Glacial Meltwaters.-Solutes in Glacier Ice.-Specific Melt Rate.-Stable Isotopes.-Stage-Discharge Relationship.-Stationary Glacier.-Stratigraphy of Snowpacks.-Streamflow Trends in Mountainous Regions.-Structural Glaciology.-Subglacial Borehole Instrumentation.-Subglacial Drainage System.-Subglacial Lakes, Antarctic.-Subglacial Processes.-Subglacial Volcanism.-Subglacial Weathering.-Sublimation from Snow and Ice.-Summer Accumulation Type Glaciers.-Super Cooling Clouds.-Supercooled Water.-Supra-Glacial Debris Entrainments.-Surface Energy Balance.-Surface Temperature of Snow and Ice.-Suspended Sediment Concentration.-Suspended Sediment Dynamics.-Suspended Sediment Load.-Synthetic Aperture Radar (SAR) Interferometry for Glacier Movement Studies.-Talik.-Tarn.-Temperate Glaciers.-Temperature Lapse Rates in Glacierized Basins.-Temperature Profile of Snowpack.-Terminus.-Terraces.-Thaw Weakening.-Thermal Infrared Sensors.-Thermal Regime of Ice-Covered Lakes.-Thermokarst.-Thinning of Arctic Sea Ice.-Thinning of Glaciers.-Tibetan Plateau.-Tidewater Glaciers.-Tien Shan Glaciers.-Till.-Topographic Normalization of Multispectral Satellite Imagery.-Transformations of Snow at the Earths Surface and its Climatic and Environmental Consequences.-Transient Snowline.-Tree-Ring Indicators of Glacier Fluctuations.-Tributary Glaciers.-Urban Snow.-U-Shape Valley.-Vein Ice.-V-Shaped Valley.-Water Balance in the Glacierized Region.-Westerlies and their Effects on Maritime Ice Caps and Glaciers.-WGMS (World Glacier Monitoring Service).-Winter Accumulation Glacier.-Year-Round Ablation Pattern.-Younger Dryas

Note: MAB0014.001: N 11.0331 , MAB0036: m , Intern auch online verfügbar

URL: http://www.springerlink.com/content/978-90-481-2641-5/#section=913183&page=1

UID:

Format: XXVI, S. 553-986

Series Statement: NASA conference publication 207671, 2

Note: MAB0014.001: AWI A14-98-0224(2) , + 1 Ex.Atmo AWI A14-98-0224+5

In: NASA conference publication

UID:

Format: XXVI, 552 S.

Series Statement: NASA conference publication 207671, 1

Note: MAB0014.001: AWI A14-98-0224(1) , + 1 Ex.Atmo AWI A14-98-0224+5

In: NASA conference publication

UID:

Format: X, 61 Seiten , Illustrationen

ISBN: 9781780648903

Series Statement: ICAC review articles on cotton production research 6

Note: Literaturangaben , Contents: I: Introduction ; II: Climate Change Impacts on Major Cotton Production Regions ; III: Climate Change Impacts on Cotton Growth and Production ; IV: Management Approaches to Adapt to Impacts of Climate Change ; V: Role of Research in Modern Cotton Systems Adapting to Climate Change ; VI: Conclusion

Additional Edition: Erscheint auch als

Language: English

Keywords: Fachkunde

UID:

Format: 1 DVD, 92 Min. : farb.

Edition: Lizenzausg.

Series Statement: ComputerBild 24/2008

Uniform Title: Prey

Content: Witwer Newman hat frisch gefreit, was nicht gut ankommt bei den Teenagerkindern David und Jessica. Zum Trost fährt die Familie in den Urlaub nach Afrika, wo man sich nach Möglichkeit zusammenraufen soll. Gelegenheit dazu gibt es reichlich, als der Nachwuchs und die Braut an einer Safari teilnehmen, der begleitende Wildhüter an der ersten Wegbiegung verspeist wird und die Familie sich im Wagen von Löwen belagert sieht. Ob der freundliche Wilderer von nebenan Rat weiß?

Note: Orig.: USA, Südafrika, 2006. - Inkl. Special Features. - Beil. d. Zs.: ComputerBild. - Mit freundl. Genehmigung d. Universal Pictures Germany, Hamburg

Language: German

UID:

Format: 1 DVD, 102 Min. : farb.

Uniform Title: Mirror Mirror

Content: Die wirklich wahre Geschichte von Schneewittchen. - Lange galt die Königin als die Schönste im Land, bis Stieftochter Schneewittchen zu einer Konkurrentin heranwuchs. Da die Königin sich bereits von ihrem Mann befreit hatte, soll jetzt die ungeliebte Prinzessin folgen. Doch der mögliche Mörder bekommt Skrupel, und Schneewittchen in ihrem Waldversteck neue Freunde. Sieben räuberische Zwerge führt das unschuldige Geschöpf auf den Pfad der Tugend zurück, und lehrt einem hübschen Prinzen und ihrer Stiefmutter, dass sie nicht nur schön sein, sondern auch kämpfen kann.

Note: Orig.: USA, 2012. - Basierend auf d. Märchen d. Brüder Grimm. - Inkl. Special Features

Language: German

UID:

Format: ix, 177 S.

ISBN: 9061919568

Note: MAB0014.001: M 95.0390 , MAB0036: Rotterdam : Balkema, 1993. - ix, 177 S. , MAB0039: Monographie

Language: English