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Research on the Degree of Non-Stationarity in Extreme Precipitation in the Continental United States
The non-stationarity of identifying hydrological extreme sequences is essential for understanding the patterns of hydrological systems and conducting...
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Comparing and Detecting Stationarity and Dataset Shift
Machine learning algorithms have been increasingly applied to spatial numerical modeling. However, it is important to understand when such methods...
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Exploring spatial non-stationarity of near-miss ship collisions from AIS data under the influence of sea fog using geographically weighted regression: A case study in the Bohai Sea, China
Sea fog is a disastrous weather phenomenon, posing a risk to the safety of maritime transportation. Dense sea fogs reduce visibility at sea and have...
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The stationarity of the ENSO teleconnection in European summer rainfall
El Niño-Southern Oscillation (ENSO) influence on European precipitation (Pcp) has been deeply analyzed. Most of the previous studies focus on the...
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The rain, it is a changing: non-stationarity of precipitation and the effect on water infrastructure design
With climate change concerns, the question arises as to whether precipitation is changing with time. This has implications for the design of water...
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Non-stationarity, heterogeneity, scale effects, and anisotropy investigations on natural rock joint roughness using the variogram method
The variogram method is used to investigate the effect of non-stationarity, heterogeneity, scale-related parameters and anisotropy on roughness...
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Evaluation of non-stationarity in summer precipitation and the response of vegetation over the typical steppe in Inner Mongolia
The typical steppe in Inner Mongolia is an important component of the Eurasian steppes. It plays a dominant role in preventing desertification and...
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Paleomagnetic Evidence for the Iceland Plume Paleogeographic Stationarity and Early Cretaceous Manifestation in the High Arctic
AbstractHere we present reconstructions indicating the stationary position and paleogeography of the Iceland plume, as well as its direct connection...
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Assessment of vegetation dynamics under changed climate situation using geostatistical modeling
The estimation of spatiotemporal variability of vegetation health and associated climatic variables is a prerequisite for efficient management of...
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Local Difference Matrices for Spatial Blind Source Separation
Multivariate geochemical data possess many challenges for statistical modeling, such as the multivariate dependencies between the chemicals on-site...
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Development of non-stationary temperature duration frequency curves for Indian mainland
Extreme temperature events are one of the most serious threats resulting from climatic change across the globe. Quantifying the intensity, duration,...
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Climate Informed Non-stationary Modeling of Extreme Precipitation in China
Recent years have witnessed climate change characterized by increasingly frequent extreme precipitation events, and the assumption of stationarity in...
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A Feature-Enhanced MPS Approach to Reconstruct 3D Deposit Models Using 2D Geological Cross Sections: A Case Study in the Luodang Cu Deposit, Southwestern China
Three-dimensional (3D) models of orebodies and deposits can provide strong support for quantitative evaluation of mineral resources. However, 3D...
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Non-monotonic trend analysis using Mann–Kendall with self-quantiles
Recently, climate change makes itself felt at increasing levels due to rising temperatures, irregular precipitation patterns, and changing weather...
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Changes in the Global Water Exchange by the Results of Historical Experiments on Climate Models under CMIP-6 Project
AbstractLong-term (up to 165 years) series of globally averaged values of the main water exchange components, obtained as the result of historic...
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An Analysis of Non-stationary Drought Conditions in Parana State Based on Climate Change Scenarios
Climate change affects the hydrological cycle and has a significant influence on water resources, which can lead to environmental and socioeconomic...
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Exploring Multiscale Non-stationary Influence of Ore-Controlling Factors on Mineralization in 3D Geological Space
The formation of mineral deposit is the coupled result of multiple ore-controlling geological factors in mineralization processes. Different...
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Frequency analysis of annual maximum daily precipitation in northeastern Algeria: map** and implications under climate variability
Precipitation in northeastern Algeria is irregular, often exhibiting exceptional values. Extreme precipitation events, such as annual maximum daily...
