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Impact of geostatistical nonstationarity on convolutional neural network predictions
Convolutional neural networks (CNNs) are gaining tremendous attention in subsurface studies due to their ability to learn from spatial image data....
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Assessing nonstationarity impacts for historical and projected extreme precipitation in Turkey
The temporal variability in yearly and seasonal extreme precipitation across Turkey is investigated using stationary and nonstationary frequency...
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Global Seismic Noise Wavelet-based Measure of Nonstationarity
The properties of low-frequency global seismic noise, represented by continuous records for 24 years, 1997–2020, are investigated at 229 broadband...
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Influence of Inflow Nonstationarity on the Multipurpose Optimal Operation of Hydropower Plants Using Nonlinear Programming
One of the greatest challenges in the electricity generation sector is to operate hydrothermal plants in view of the randomness of hydrological...
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The Effect of Nonstationarity in Rainfall on Urban Flooding Based on Coupling SWMM and MIKE21
The characteristics of urban pluvial flooding are altering all over the world due to environmental change. In this paper, generalized additive models...
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Investigation of Nonstationary Association of Monsoon Temperature and Precipitation Extremes through Past and Future over East-Central India
The variability of summer monsoon (June to September) precipitation is moderate across the homogeneous regions of East-Central (EC) India. Under the...
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Nonstationarity and potential multi-decadal variability in Indian Summer Monsoon Rainfall and Southern Annular Mode teleconnection
While the El Niño-Southern Oscillation and Indian Summer Monsoon Rainfall (ISMR) relationship is weak in recent years, a strong correlation between...
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Evaluating heatwaves in the middle-east using a dynamic thresholding alternative
Heatwaves are defined as a period that temperatures exceed a threshold above normal in a given time and region. Most heatwave definitions, such as...
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Intensity and spatial heterogeneity of design rainstorm under nonstationarity and stationarity hypothesis across mainland China
Understanding the trend characteristics of design rainstorm and spatial heterogeneity of extreme precipitation is of great importance to reduce...
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On Helicity of Ekman Boundary Layers
AbstractThe sensitivity of the results of calculating atmospheric flow helicity in the atmospheric boundary layer with respect to the factor of...
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Fuzzy risk analysis of dam overtop** from snowmelt floods in the nonstationarity case of the Manas River catchment, China
With the significant climate change that has occurred in the Manas River catchment, the temporal and spatial patterns of the natural changes in the...
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Quantifying multivariate flood risk under nonstationary condition
Risk analysis of extreme hydrological events is a key issue in the decision-making process for river basin management. For a given multivariate flood...
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Turbulent Exchange in Unsteady Air–Sea Interaction at Small and Submesoscales
AbstractAn adequate description of the interaction between the atmosphere and ocean remains one of the most important problems of modern oceanology...
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Inverse unsaturated-zone flow modeling for groundwater recharge estimation: a regional spatial nonstationary approach
Groundwater recharge estimation (GRE), particularly at a regional scale, is an important challenge in hydrogeology. Unsaturated zone flow (UZF)...
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Influence of the North Atlantic Oscillation and East Atlantic Pattern on Wind Stress Curl over the Black Sea
AbstractThe influence of two climate modes (North Atlantic Oscillation (NAO) and East Atlantic pattern (EA)) on the wind stress curl (WSC) over the...
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Flood scaling under nonstationarity in Daqinghe River basin, China
Flood scaling issue is usually studied under stationary conditions. However, in recent decades, climate change and anthropogenic activities have...
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Analysis and assessment of ground motion characteristics and similarity using dynamic time war** distance
Due to the complex nonstationarity of ground motion in time–frequency domain, the traditional methods of comparing and evaluating earthquake...
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Regional Frequency Analysis Based on Precipitation Regionalization Accounting for Temporal Variability and a Nonstationary Index Flood Model
Climate change and human activities have led to nonstationarity in hydrological series. To systematically consider nonstationarity in regional...
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Analysis of the Hydrological Behavior of Watersheds in the Context of Climate Change (Northwestern Algeria)
The aim of this work is to study the temporal evolution of the rainfall-runoff relations of four basins in northwestern Algeria: the Tafna Maritime,...
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On the Effect of Intermittent Nonstationarity of Long-Term Changes in the River Runoff
AbstractBased on the analysis of 162 longest (more than 100 years each) series of annual, maximal, and minimal runoff in rivers of different genetic...
