ALBERT

Note: Contents Part I Keynote Fifty Years of Paleoceanography: Major Achievements in Our Understanding of Past and Future Climate Change - Some Memories and Hearsay / Michael Sarnthein Part II Paleoceanographic Evolution Orbital-Scale Paleoceanographic Response to the Indian Monsoon in the Laxmi Basin of the Eastern Arabian Sea / Boo-Keun Khim, Ji-Eun Kim, Keiji Horikawa, Minoru Ikehara, Yoshihiro Asahara, and Jongmin Lee The 4.2 ka Event in the Euro-Mediterranean Region - A Study from the MISTRALS/PALEOMEX Program / Bassem Jalali and Marie-Alexandrine Sicre Record of Early Cretaceous Oceanic Anoxic Events in Adriatic Platform, Croatia / Antun Husinec and J. Fred Read Sedimentological and Geochemical Records of Lower Cretaceous Carbonate Successions Around Trabzon (NE Turkey): Implications for Paleoenvironmental Evolution and Paleoclimatological Conditions of Tethys / Merve Özyurt, M. Ziya Kirmaci, İ. Ömer Yılmaz, and Raif Kandemir Part III Paleoclimate Evolution Paleoclimate Evolution of the Kordofan Region (Sudan), During the Last 13 ka / Ahmed Dawelbeit, Etienne Jaillard, and Ali Eisawi Use of Paleoclimate Rainfall Data to Detect Mega Drought Signals / Joo-Heon Lee, Chanyang Sur, and Seo-Yeon Park Paleoclimatology Evidence of Eocene from Jaddala Formation in Northwestern Iraq / Alaa Al-Zubaidi and Omar Al-Badrani Holocene Paleoclimatic Variation Inferred from Study of Sediments in the Gulf of Tunis (North Africa) / Nizar Ouertani and Soumaya Yahyaoui Noble Gas Recharge Temperature of Sfax Deep Groundwater (Southeastern of Tunisia) / Rim Trabelsi, Mahdi Trabelsi, Kamel Zouari, and Takuya Matsumoto Time Analysis of Emberger’s Pluviothermic Q Index in the SW of the Iberian Peninsula / Leoncio García-Barrón, Julia Morales, and Arturo Sousa Systematic and Palaeoclimatic Investigations of Sivalhippus from the Late Miocene Siwaliks (Pakistan) / Muhammad tahir Waseem, Abdul majid Khan, Rana Mansoor Ahmad, Ayesha Iqbal, and Muhammad Ameen The Thar Desert Calcretes: A Proxy for Understanding Late Quaternary Paleoclimate Shifts / Hema Achyuthan Part IV Paleoenvironmental Evolution Using Environmental Isotopes and Krypton-81 to Characterize and Date Continental Intercalaire Paleogroundwater (Southern Tunisia) / Kamel Zouari, Takuya Matsumoto, Rim Trabelsi, and Pradeep Aggarwal Water Column Chemistry of Late Holocene Lake Bafa, Eastern Coast of the Aegean Sea (Turkey) / Özlem Bulkan, Ummuhan Sancar, Wei Wei, Xiaomin Zhu, and M. Namık Çağatay New Reports of Messinian Lago-Mare Episodes from Tunisia: Ostracods and Paleoenvironmental Implications / Rim Temani, Hayet Khayati Ammar, and Francesco Sciuto Geochemical Evidences of Paleoenvironmental Changes in Late Quaternary Lacustrine Sediments of the Konya Closed Basin (Konya, Turkey) / Hükmü Orhan, Arif Delikan, Ahmet Demir, Sevinç Kapan, Kemal Olgun, Ayhan Özmen, Ülkü Sayin, Gamze Ekici, Hülya Aydin, and Atike Nazik Reconstruction of Holocene Paleoenvironmental Changes Along Northern Coast of Sfax: Analysis of Foraminiferal Associations / Afef Khadraoui, Jérôme Bonnin, Chahira Zaïbi, and Fekri Kamoun Evolution of Korba Lagoon (Cap Bon, Tunisia) During the Last Millennia Based on the Analysis of Foraminiferal Assemblages / Asma Ben Hamad, Chahira Zaïbi, Martin R. Langer, and Fekri Kamoun Paleoenvironment Evolution of a Paralic System, El Guettiate and Dreïaa Sebkhas (Gulf of Gabès, Tunisia) / Zeineb Gargouri and Kamel Zouari Part V Spatio-temporal Patterns of Climate Change Testing for Collective Statistical Significance in Climate Change Detection Studies / Radan Huth and Martin Dubrovský Long-Term Variability of Gauged Precipitation Over California and Its Links to Circulation Patterns / Luciano Rodriguez, Cyril Rakovski, Mohamed Allali, and Hesham El-Askary Sensitivity of IDF Curves to Rainfall Gauge Type / A. S. Al-Wagdany Structural Characteristics of Precipitation in Jordan / Fayez A. Abdulla and Abdulelah Al-Qadami The Shift of the Atmospheric Circulation Patterns and Its Impacts on Western Mediterranean / Mohammed-Said Karrouk Recent Rainfall Variability in the South-West Mediterranean Region and Links with Teleconnection Patterns / Sabrina Taibi, Imane Messelmi, Mohamed Meddi, and Mohamed Amine Feddal Regionalization of Precipitation in Jordan / Abdulelah Al-Qadami and Fayez A. Abdulla Correlation Between NAO and Radio Refractive Index Over Africa / Joseph Dada, Adekunle Titus Adediji, Kayode Adedayo, and Moses Ajewole Convective Cloud Climatology Over Indian Tropics and Nearby Regions Using Multi-spectral Satellite Observations / Anoop Kumar Mishra, Mohammd Rafiq, Sagarika Chandra, and Nagaiyavedu Adalarasu Sivarajan Analysis of Trend and Variability in Time Series of Extreme Daily Temperature of Abu Dhabi City (UAE) / Nishi Bhuvandas Black Carbon Aerosol Characteristics and Its Radiative Effect in Xuzhou City, China / Mengdie Xie and Wei Chen Part VI Sea Level Variability: Past, Present and Future On the Long-Term Mediterranean Sea Level Variability / Mahdi Haddad and Antonio Bonaduce Impacts of Relative Sea Level Change and Sedimentary Dynamic on an Historic Site Expansion Along the Coast Between Sfax and Jebeniena, Tunisia / Mohamed Kamoun, Afef Khadraoui, Asma Ben Hamad, Chahira Zaïbi, Martin R. Langer, Nejib Bahrouni, Mohamed Ben Youssef, and Fekri Kamoun Sedimentary Dynamic and Sea Level Variation Along Hachichina Coast (Sebkha Ras Younga, Gulf of Gabes, Tunisia) During Holocene: Response of Ostracods and Foraminifera Assemblages / Khaoula Ben Khlifa, Chahira Zaïbi, Jérome Bonnin, and Fekri Kamoun New Experimental Low Cost Technique of Sea-Level Monitoring: Toward a Sea-Level Monitoring for All / Yacine Hemdane, Mohamed Bouhmadouche, Bachir Hamadache, and Mohamed Aounallah Part VII Climate Change Impacts and Migration Schemes Economic Impact of Sand and Dust Storms on the Oil Sector in Kuwait / Ali Al-Hemoud and Safaa Al-Awadhi Spatial and Temporal Variations of Bare Land in Beijing, China: A 30-Year Analysis / Yating Chen and Aobo Liu Appraising Climate Change and Its Influence on Glaciers of South Asian Himalayan Region / Sheikh Saeed Ahmad, Javeria Saleem, and Marria Ghalib World Population: Its Connection with Climate Variations / Alexey V. Byalko Groundwater Resources Sustainability in Africa Under a Climate Change Scenario: Knowledge Gaps and Needs / Ahzegbobor P. Aizebeokhai, Kehinde D. Oyeyemi, and Adebola E. Adeniran Adaptation Strategies and Resilience to Climate Change for Warm, Dry-Summer Continental Climate in Iran / Gholamreza Roshan, José A. Orosa, Ángel M. Costa, and Rebeca Bouzón Building Energy Consumption and Carbon Dioxide Emissions in a Small Region with a Warm and Semi-humid Climate Type (Iran) / Gholamreza Roshan, José A. Orosa, Ángel M. Costa, and Rebeca Bouzón Climate-Driven Migration Assessment of Southwestern Coast of Bangladesh / Iftekharul Anam Saikat, Nabila Nawshin, and M. Tauhid Ur Rahman

Note: Contents 1 Artificial Neural Network 1.1 Network Architectures 1.1.1 Multilayer Feedforward Networks 1.1.2 Recurrent Networks 1.2 Perceptrons 1.2.1 Rosenblatt’s Perceptron 1.2.2 Multilayer Perceptron 1.3 Linear Network and Bayes Classifier 1.4 Radial Basis Function Network 1.4.1 Radial Basis Function 1.4.2 Interpolation 1.4.3 Receptive Field 1.5 Generalized Regression Network 1.6 Self-organizing Network 1.6.1 Kohonen Self-organizing Map Network 1.6.2 Learning Vector Quantization Network 1.7 Hopfield Network 1.7.1 Continuous Hopfield Network 1.7.2 Discrete Hopfield Network Further Reading 2 Multivariate Harmonic Analysis 2.1 Fourier Transform 2.2 Discrete Fourier Transform 2.3 Discrete Cosine/Sine Transform 2.3.1 Four Forms of DCTs 2.3.2 Four Forms of DSTs 2.4 Filtering 2.5 Fractional Fourier Transform 2.5.1 Continuous FRFT 2.5.2 Discrete FRFT 2.5.3 Multivariate FRFT 2.6 Space–Frequency Distribution 2.6.1 Multivariate Windowed Fourier Transform 2.6.2 General Form 2.6.3 Popular Distributions 2.7 Multivariate Interpolation 2.7.1 Multivariate Polynomial Interpolation 2.7.2 Schoenberg Interpolation 2.7.3 Micchelli Interpolation 2.7.4 Interpolation on Spheres 2.8 Sparse Approximation 2.8.1 Approximation Kernels 2.8.2 Sparse Schemes 2.8.3 Greedy Algorithm 2.9 Spherical Harmonics 2.9.1 Spherical Harmonic Functions 2.9.2 Invariant Subspace under Fourier Transform 2.10 Harmonic Analysis on General Domains 2.10.1 Symmetric Kernels 2.10.2 Smooth Extensions and Approximation 2.11 Harmonic Analysis on Graphs 2.11.1 The Laplacian of a Graph 2.11.2 Eigenvalues and Eigenfunctions 2.11.3 Fourier Expansions Further Reading 3 Multivariate Wavelets 3.1 Multiresolution Analysis 3.1.1 Structure of MRA 3.1.2 Scaling Functions 3.2 Multivariate Orthogonal Wavelets 3.2.1 Separable Wavelets 3.2.2 Non-separable Wavelets 3.2.3 p-Band Wavelets 3.3 Biorthogonal Wavelets 3.3.1 Univariate Biorthogonal Wavelets 3.3.2 Multivariate Biorthogonal Wavelets 3.3.3 p-Band Biorthogonal Wavelets 3.3.4 Semi-orthogonal Wavelets 3.4 Wavelets on Domains 3.4.1 Continuous Extension 3.4.2 Wavelet Expansion 3.5 Discrete Wavelet Transforms 3.5.1 Discrete Orthogonal Wavelet Transforms 3.5.2 Discrete Biorthogonal Wavelet Transforms 3.5.3 Discrete Biorthogonal Periodic Wavelets Transforms 3.5.4 Discrete Harmonic Wavelet Transforms 3.6 Wavelet Packets 3.6.1 Continuous Wavelet Packets 3.6.2 Discrete Wavelet Packets 3.7 Wavelet Variance 3.7.1 Generalized Wavelet Decomposition 3.7.2 Maximal Overlap Discrete Wavelet Transform 3.7.3 Wavelet Variance 3.8 Significant Tests 3.8.1 Haar Wavelet Analysis 3.8.2 Morlet Wavelet Analysis 3.9 Wavelet Threshold and Shrinkage 3.9.1 Wavelet Threshold 3.9.2 Wavelet Shrinkage 3.9.3 Minimax Estimation 3.9.4 Adaptive Denoising Algorithm 3.10 Shearlets, Bandelets, and Curvelets 3.10.1 Shearlets 3.10.2 Bandelets 3.10.3 Curvelets Further Reading 4 Stochastic Representation and Modeling 4.1 Stochastic Processes 4.1.1 Vector Stochastic Processes 4.1.2 Gaussian, Markov, and Wiener Processes 4.2 Stationarity and Trend Tests 4.2.1 Stationarity Tests 4.2.2 Trend Tests 4.3 Patterns and Classification 4.3.1 Principal Component Analysis 4.3.2 Factor Analysis 4.3.3 Cluster Analysis 4.3.4 Discriminant Analysis 4.3.5 Canonical Correlation Analysis 4.4 Multidimensional Scaling 4.5 Vector ARMA Processes 4.5.1 Vector MA(q) Processes 4.5.2 Vector AR(p) Processes 4.5.3 Vector ARMA(p, q) Processes 4.6 Monte Carlo Methods 4.7 Black–Scholes Models 4.8 Stochastic Optimization Further Reading 5 Multivariate Spectral Analysis 5.1 Power Spectral Density 5.2 Periodogram and Correlogram 5.2.1 Algorithms 5.2.2 Bias Analysis 5.2.3 Variance Analysis 5.3 Blackman–Tukey Method 5.3.1 Blackman–Tukey Estimator 5.3.2 Several Common Windows 5.3.3 Positive Semidefinite Window 5.4 Welch Method 5.5 Multitaper Method 5.6 Maximum Entropy Method 5.7 Rational Spectral Estimation 5.8 Discrete Spectral Estimation 5.9 Vector ARMA Spectrum 5.10 Multichannel Singular Spectrum Analysis Further Reading 6 Climate Modeling 6.1 Greenhouse Gases 6.2 Impacts and Feedback of Climate Change 6.3 Framework of Climate Models 6.3.1 Basic Physical Laws Used in Climate Models 6.3.2 Discretization and Parameterization 6.3.3 The Hierarchy of Climate Models 6.4 Coupled Model Intercomparison Project Further Reading 7 Regional Climate Change 7.1 Middle East and Mediterranean Region 7.1.1 Precipitation 7.1.2 Air Temperature 7.1.3 Climate Modeling 7.1.4 Desert Dust 7.1.5 Water Resources 7.1.6 Soil Temperature 7.2 Asia-Pacific Region 7.2.1 Tibetan Plateau 7.2.2 El Niño–Southern Oscillation 7.2.3 Indian Monsoon 7.2.4 Modeling Sea Surface Temperature 7.3 Arctic Region 7.3.1 Sea Ice 7.3.2 Permafrost Carbon Further Reading 8 Ecosystem and Carbon Cycle 8.1 Terrestrial Ecosystems 8.1.1 Terrestrial Hydrologic Cycle 8.1.2 Photosynthesis 8.1.3 Gross and Net Primary Production 8.1.4 Net Ecosystem Production 8.1.5 Terrestrial Nutrient Cycle 8.2 Ocean Ecosystems 8.2.1 Solubility and Air–Sea Gas Exchange 8.2.2 Oceanic Carbon Sink 8.2.3 Compounds in Seawater 8.2.4 Biogeochemical Cycles Further Reading 9 Paleoclimate Proxies 9.1 Tree-Rings 9.1.1 Field Works 9.1.2 Statistical Analysis 9.2 Ice Cores 9.2.1 Ice and Isotopes 9.2.2 Ice Core Samples 9.3 Speleothems 9.3.1 Oxygen Isotope Ratio 9.3.2 Carbon Isotope Ratio 9.3.3 Hydrogen Isotope Ratio Further Reading 10 Strategies for Climate Change Mitigation 10.1 Assessment Methods and Tools 10.1.1 Data Envelopment Analysis 10.1.2 Risk Assessment 10.1.3 Life Cycle Assessment 10.2 Carbon Emissions Reduction 10.2.1 Industrial Sector 10.2.2 Agriculture Sector 10.2.3 The Building Sector 10.2.4 The Transportation Sector 10.2.5 The Household Sector 10.2.6 Low-Carbon Energy 10.3 Carbon Capture, Transport, Utilization, and Storage 10.3.1 Carbon Capture 10.3.2 Transport of CO2 10.3.3 Geological Storage of CO2 10.3.4 Utilization of CO2 10.4 Geoengineering 10.4.1 Space-Based Geoengineering 10.4.2 Atmosphere-Based Geoenginnering 10.4.3 Land-Based Geoengineering 10.4.4 Ocean-Based Geoengineering 10.4.5 Conclusions Further Reading