Kooperativer Bibliotheksverbund

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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-

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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: 1 Online Ressource (vi, 367 Seiten) , Illustrationen, Diagramme, Karten

ISBN: 9781786205483 , 978-1-78620-548-3

Series Statement: Special publications / the Geological Society, London 515

Content: The Quaternary Period in South Asia has a very prolonged and diverse history. Within this region, India represents various technological and cultural phases of hominin occupation adapting to different ecological zones throughout the Quaternary Period. The earliest records of this occupation can be traced back to 1.5 Ma ago and possibly to c. 2 Ma ago. Archaeological evidence has been reported from all known phases in India, showing a continuous record of occupation from the Early Pleistocene onwards and reflecting adaptation by multiple hominin species over time. This book aims to highlight recent advances in the Quaternary geoarchaeology by showcasing diverse methods such as archaeology, geology, palaeoclimatology, sedimentology, GIS, remote sensing and taphonomy. It presents a collection of papers that address various geoarchaeological aspects from different regions in India, within the time frame of the Early Pleistocene to Anthropocene. This volume provides an opportunity for new data to be disseminated, particularly by young researchers and, within the framework of worldwide research issues, it promotes new geoarchaeological perspectives from India.

Note: About this title - Quaternary Geoarchaeology of India N. Tiwari, V. Singh, and S. B. Mehra https://doi.org/10.1144/SP515 Introduction Full Access22 December 2022 An introduction to Quaternary geoarchaeology of India Nupur Tiwari, Vivek Singh, and Shashi B. Mehra https://doi.org/10.1144/SP515-2022-218 Landscape geoarchaeology Full Access16 July 2021 Acheulian artefacts and tephra from Upland Western Maharashtra (Deccan Volcanic Province), Peninsular India Sushama G. Deo, Andre Baptista, and Sharad N. Rajaguru https://doi.org/10.1144/SP515-2020-208 Spatial distribution of Palaeolithic sites in relation to raw material sources in the central Narmada Valley, India Full Access26 May 2021 Vivek Singh https://doi.org/10.1144/SP515-2020-199 Absence does not mean absence: modern-day land use and the visibility of the archaeological record (the Kibbanahalli Palaeolithic Complex, southern India) Full Access26 May 2021 Akash Srinivas https://doi.org/10.1144/SP515-2020-76 Doma: a new multi-technological lithic occurrence in the Lower Son Valley (north-central India) and its regional context Full Access18 June 2021 Shashi B. Mehra https://doi.org/10.1144/SP515-2020-205 Palaeolithic assemblages associated with Youngest Toba Tuff deposits from the upper Gundlakamma River basin, Andhra Pradesh, India Full Access20 January 2022 Devara Anil, Ajithprasad Pottentavida, and Vrushab Mahesh https://doi.org/10.1144/SP515-2020-187 Late Pleistocene microlithic industries in the Ayodhya Hills, Purulia, West Bengal: insights from geoarchaeological exploration Full Access1 July 2021 Bishnupriya Basak, Sujit Dasgupta, and Ashis K. Paul https://doi.org/10.1144/SP515-2020-181 Understanding geo-archaeology in Trans-Himalaya: a case study based on lithic assemblages from Dzamathang, Spiti Valley, Himachal Pradesh, India Full Access30 November 2021 Ekta Singh, Raman Patel, and Rakesh Chandra Bhatt https://doi.org/10.1144/SP515-2020-108 New evidence of Neolithic industries from the West Garo Hills, northeastern India Full Access28 November 2022 Tosabanta Padhan https://doi.org/10.1144/SP515-2020-203 Applications in geoarchaeology Full Access20 December 2022 New field observations on the Quaternary geology and vertebrate palaeontological occurrences in the Narsinghpur region of Narmada valley (central India) Ravish Lal, Tosabanta Padhan, Bharti Jangra, Parth R. Chauhan, Shivam Sahu, and Rajeev Patnaik https://doi.org/10.1144/SP515-2020-243 Prehistoric landscapes, humans and ostriches: highlighting geoarchaeological issues in the Tapi Basin of Maharashtra (west-central India) – a multidisciplinary approach Full Access11 October 2021 Prabhin Sukumaran, Hong-Chun Li, Jih-Pai Lin, and Parth R. Chauhan https://doi.org/10.1144/SP515-2020-206 Microlithic occurrences associated with sediments dated to terminal Pleistocene–Late Holocene in the central Narmada Basin, Madhya Pradesh, India Full Access9 November 2022 Nupur Tiwari, P. Morthekai, K. Krishnan, and Parth R. Chauhan https://doi.org/10.1144/SP515-2022-153 Late Holocene climate variability and its impact on cultural dynamics in central India Full Access22 August 2022 Diptimayee Behera, Praveen K. Mishra, Pandurang Sabale, Sharmila Bhattacharya, and Ambili Anoop https://doi.org/10.1144/SP515-2020-220 New insights into the geological evolution of palaeorivers and their relationship to the Indus Civilization and Early Historic settlements on the plains of Haryana, NW India Full Access4 November 2021 Apurva Alok, N. C. Pant, Kaushik Das, Y. Tsutsumi, C. A. Petrie, Pankaj Kumar, Sundeep Chopra, H. S. Saini, and Abul Amir Khan https://doi.org/10.1144/SP515-2020-161 Reviews Chrono-contextual issues at open-air Pleistocene vertebrate fossil sites of central and peninsular India and implications for Indian palaeoanthropology Full Access23 September 2022 Parth R. Chauhan https://doi.org/10.1144/SP515-2021-29 Interrelation between Palaeolithic and faunal remains in the central Narmada Valley, India Full Access27 September 2022 Bharti Jangra and Vivek Singh https://doi.org/10.1144/SP515-2022-105 Scratching the surface(s): examining the complexity of geological contexts for the Palaeolithic of the Sonar Basin, Madhya Pradesh Full Access9 March 2022 Yezad Pardiwalla https://doi.org/10.1144/SP515-2020-234 A review of Palaeolithic sites associated with gravel deposits in India Full Access22 April 2022 Anubhav Preet Kaur https://doi.org/10.1144/SP515-2020-196 Human–environment interactions during the mid-late Holocene and the Anthropocene – lessons from NW Indian plains and Bengal Delta Full Access26 October 2021 Yama Dixit and Sravani Biswas https://doi.org/10.1144/SP515-2020-122 Geoarchaeology in India in the 21st Century: an Outsider's Perspective Full Access3 June 2021 Robin Dennell https://doi.org/10.1144/SP515-2020-202 Retraction Late Quaternary sediments dated to between 12.5 and 2.3 ka and associated microlithic occurrences in the central Narmada Basin, Madhya Pradesh, India Full Access14 July 2021 Nupur Tiwari, P. Morthekai, K. Krishnan, and Parth R. Chauhan https://doi.org/10.1144/SP515-2020-216

In: Special publications / the Geological Society, London, Volume 515

Additional Edition: Druckausgabe Quaternary geoarchaeology of India ISBN 9781786205605

Language: English

Keywords: Aufsatzsammlung

URL: https://doi.org/10.1144/SP515

UID:

Format: 1 Online-Ressource (xxi, 731 Seiten) , Illustrationen

ISBN: 9789811058011 , 978-981-10-5801-1

ISSN: 0921-092X , 1872-4663

Series Statement: Water science and technology library 81

Content: This book contains seven parts. The first part deals with some aspects of rainfall analysis, including rainfall probability distribution, local rainfall interception, and analysis for reservoir release. Part 2 is on evapotranspiration and discusses development of neural network models, errors, and sensitivity. Part 3 focuses on various aspects of urban runoff, including hydrologic impacts, storm water management, and drainage systems. Part 4 deals with soil erosion and sediment, covering mineralogical composition, geostatistical analysis, land use impacts, and land use mapping. Part 5 treats remote sensing and geographic information system (GIS) applications to different hydrologic problems. Watershed runoff and floods are discussed in Part 6, encompassing hydraulic, experimental, and theoretical aspects. Water modeling constitutes the concluding Part 7. Soil and Water Assessment Tool (SWAT), Xinanjiang, and Soil Conservation Service-Curve Number (SCS-CN) models are discussed. The book is of interest to researchers and practitioners in the field of water resources, hydrology, environmental resources, agricultural engineering, watershed management, earth sciences, as well as those engaged in natural resources planning and management. Graduate students and those wishing to conduct further research in water and environment and their development and management find the book to be of value

Note: Contents Part I Rainfall Analysis Rainfall Probability Distribution Analysis in Selected Lateral Command Area of Upper Krishna Project (Karnataka), India / N. K. Rajeshkumar, P. Balakrishnan, G. V. Srinivas Reddy, B. S. Polise Gowdar and U. Satishkumar Analyzing Rainfall and Reservoir Release Pattern for Ajwa Reservoir: A Case Study / Pushkar Sharma and Sanskriti Mujumdar Preliminary Investigations on Localized Rainfall Interception Losses Under Real Field Observations / M. L. Gaur and Saket Kumar Probabilistic Estimation of Design Daily Runoff from Bamhani Watershed, India / Sarita Gajbhiye Meshram and Vijay P. Singh Part II Evapotranspiration Development of Generalized Higher-Order Neural Network-Based Models for Estimating Pan Evaporation / Sirisha Adamala, N. S. Raghuwanshi and Ashok Mishra Sensitivity Analysis of FAO-56 Penman–Monteith Reference Evapotranspiration Estimates Using Monte Carlo Simulations / Gicy M. Kovoor and Lakshman Nandagiri Quantification of Error in Estimation of Reference Crop Evapotranspiration by Class A Pan Evaporimeter and Its Correction / S. Praharaj, P. K. Mohanty and B. C. Sahoo Part III Urban Runoff Spatial and Temporal Analyses of Impervious Surface Area on Hydrological Regime of Urban Watersheds / Tauseef A. Ansari and Y. B. Katpatal An Assessment of Hydrological Impacts Due to Changes in the Urban Sprawl in Bhopal City and its Peripheral Urban-Rural Fringe / L. Patel, S. Goyal and T. Thomas Simulation of Urban Drainage System Using Disaggregated Rainfall Data / Vinay Ashok Rangari, K. Veerendra Gopi, N. V. Umamahesh and Ajey Kumar Patel Investigation of Drainage for Structures, Lithology and Priority (Flood and Landslide) Assessment Using Geospatial Technology, J&K, NW Himalaya / Umair Ali and Syed Ahmad Ali Hydrologic Design Parameters Database for Water Harvesting Structures in Madhya Pradesh / Ramadhar Singh, Karan Singh and D. M. Bhandarkar Application of Storm Water Management Model to an Urban Catchment / V. Swathi, K. Srinivasa Raju and Ajit Pratap Singh Part IV Soil Erosion and Sediment A Study of Erosional Depositional Activity and Land Use Mapping of Majuli River Island Using Landsat Data / Dipsikha Devi, Nilutpal Phukan and Bibhash Sarma Study of Soil Erosion and Deposition Around an Island in a Natural Stream / Snigdhadip Ghosh, Saptarshi Das and Vijay Kumar Dwivedi Impact Assessment of Alternate Land Cover and Management Practices on Soil Erosion: A Case Study / T. R. Nayak, R. K. Jaiswal, R. V. Galkate and T. Thomas Geostatistical Analysis of River Sedimentation Behavior in Kerala State / Mathew K. Jose, T. Chandramohan, B. K. Purandara and B. Venkatesh Study of Mineralogical Composition of Sediment in Brahmaputra River in Urban Stretch of Guwahati City, Assam, India / Mamata Das and Triptimoni Borah Part V Remote Sensing and GIS Applications Hypsometric Analysis for Assessing Erosion Status of Watershed Using Geographical Information System / S. K. Sharma, S. Gajbhiye, S. Tignath and R. J. Patil Assessment of Different Bathymetry Statistical Models Using Landsat-8 Multispectral Images / Omar Makboul, Abdelazim Negm, Saleh Mesbah and Mohamed Mohasseb Estimation of Minimum and Maximum Air Temperature Using MODIS Remote Sensing Imagery and Geographical Information System (GIS) / P. Sardhara Bharatkumar, P. Dholariya Jay, M. K. Tiwari and M. L. Gaur A RS and GIS Approaches for the Estimation of Runoff and Soil Erosion in SA-13 Watershed / H. N. Bhange and V. V. Deshmukh Rainwater Harvesting Structure Site Suitability Using Remote Sensing and GIS / B. K. Gavit, R. C. Purohit, P. K. Singh, Mahesh Kothari and H. K. Jain Land Surface Temperature Estimation Using Remote Sensing Data / Vijay Solanky, Sangeeta Singh and S. K. Katiyar Watershed Prioritization of Wardha River Basin, Maharashtra, India Using Morphometric Parameters: A Remote Sensing and GIS-Based Approach / B. S. Manjare, S. Khan, S. A. Jawadand and M. A. Padhye Flood Assessment of Lolab Valley from Watershed Characterization Using Remote Sensing and GIS Techniques / Mannan Bashir Wani, Syed Ahmad Ali and Umair Ali Delineation of Paleochannels in Periyar River Basin of Kerala Using Remote Sensing and Electrical Resistivity Methods / C. P. Priju, Jiby Francis, P. R. Arun and N. B. Narasimha Prasad Application of EO-1 Hyperion Data for Mapping and Discrimination of Agricultural Crops / H. Ramesh and P. P. Soorya Geomatica-Based Approach for Automatic Extraction of Lineaments from ASTER-GDEM Data, in Part of Al-Rawdah, Shabwah, Southeast Yemen / Mohammed Sultan Alshayef and Akram Javed Part VI Watershed Runoff and Floods Morpho-Mathematical Analysis of Bharar River Basin District Chhatarpur-Central India / Pradeep Kumar Jain Application of Principal Component Analysis for Grouping of Morphometric Parameters and Prioritization of Watershed / Sarita Gajbhiye Meshram and S. K. Sharma Velocity Distribution in Vortex Chamber at High Water Abstraction Ratio / Mohammad Athar and Shivani Srotriya Performance Appraisal of Friction Factor Estimators / Abhishek Mishra, Aditya Deshpande and Bimlesh Kumar Experimental Investigations of Wave Height Attenuation by Submerged Artificial Vegetation / Beena Mary John, I. Mohit Babu, Kiran G. Shirlal and Subba Rao Developing Rating Curves for Nubia Lake, Sudan, Using RS/GIS / Mohamed Elsahabi, Abdelazim Negm and Kamal Ali A Spreadsheet Approach for Prediction of Rating Curve Parameters / Mohammad Muzzammil, Javed Alam and Mohammad Zakwan Experimental Study on Role of Emergent Artificial Coastal Vegetation in Controlling Wave Run Up / Beena Mary John, R. T. Arun Vignesh, Kiran G. Shirlal and Subba Rao Development of Regional Soil Water Retention (SWR) Characteristics / R. K. Jaiswal, T. Thomas, R. V. Galkate, S. Singh and J. V. Tyagi Revision of Empirical Coefficients of Commonly Used Flood Formulae Using Flow Data from Karnataka Rivers / T. Chandramohan, Mathew K. Jose, B. K. Purandara and B. Venkatesh Reservoir Inflow Forecasting Using Extreme Learning Machines / Mukesh Kumar Tiwari and Sanjeet Kumar Quantifying Discontinuity, Connectivity, Variability, and Hierarchy in Overland Flow Generation: Comparison of Different Modeling Methods / Xuefeng Chu Nondimensional UH-Based Smoothing of S-Curve-Derived UH Oscillations / P. R. Patil, S. K. Mishra, Nayan Sharma and Vijay P. Singh Fuzzy-Based Comprehensive Evaluation of Environmental Flow Alteration / Kairong Lin, Fan Zhang, Qiang Zhang, Xinjun Tu and Yang Hu Part VII Watershed Modeling Spatial Characters of a Tropical River Basin, South-West Coast of India / Girish Gopinath, N. Ramisha, Ajith G. Nair and N. P. Jesiya Streamflow Estimation Using SWAT Model Over Seonath River Basin, Chhattisgarh, India / Sabyasachi Swain, Mani Kant Verma and M. K. Verma Revisiting the Soil Conservation Service Curve Number Method / S. K. Mishra, Vijay P. Singh and P. K. Singh Hydrological Impacts of Rejuvenating Degraded Hilly Watershed in Shivalik Region / A. K. Tiwari and V. K. Bhatt Modeling of a River Basin Using SWAT Model / B. Venkatesh, T. Chandramohan, B. K. Purandara, Mathew K. Jose and P. C. Nayak Performance of the Xinanjiang Model / A. Ahirwar, M. K. Jain and M. Perumal

Language: English

Keywords: Electronic books ; Konferenzschrift

DOI: 10.1007/978-981-10-5801-1

URL: Ebook (access only within the AWI network)