Electric load forecasting by the SVR model with differential empirical mode decomposition and auto regression

GF Fan, LL Peng, WC Hong, F Sun - Neurocomputing, 2016 - Elsevier
Electric load forecasting is an important issue for power utility, associated with the
management of daily operations such as energy transfer scheduling, unit commitment, and …

A multivariate EMD-LSTM model aided with Time Dependent Intrinsic Cross-Correlation for monthly rainfall prediction

K Johny, ML Pai, S Adarsh - Applied Soft Computing, 2022 - Elsevier
Accurate prediction of rainfall is a complex problem because of the large number of
controlling factors, complex interrelationships between them and the multiscaling behaviour …

[PDF][PDF] Dissolved oxygen and water temperature dynamics in lowland rivers over various timescales

A Rajwa-Kuligiewicz, RJ Bialik… - Journal of Hydrology and …, 2015 - sciendo.com
The impact of floodplain hydrology on the in-stream dissolved oxygen dynamics and the
relation between dissolved oxygen and water temperature are investigated. This has been …

DTDR–ALSTM: Extracting dynamic time-delays to reconstruct multivariate data for improving attention-based LSTM industrial time series prediction models

J Li, B Yang, H Li, Y Wang, C Qi, Y Liu - Knowledge-Based Systems, 2021 - Elsevier
Taking advantage of varying degrees of attention on specific features, attention-based long
short-term memory (ALSTM) networks have made inroads into the industrial multivariate …

Correlations between crude oil and stocks prices of renewable energy and technology companies: a multiscale time-dependent analysis

H Niu - Energy, 2021 - Elsevier
The study on the dynamic relationships between crude oil, stock prices of renewable energy
and technology companies has aroused increasingly interest in the literature. This work …

[HTML][HTML] Saltwater intrusion in the Po River Delta (Italy) during drought conditions: Analyzing its Spatio-temporal evolution and potential impact on agriculture

J Luo, E Straffelini, M Bozzolan, Z Zheng… - International Soil and …, 2024 - Elsevier
Saltwater intrusion along rivers is a complex process controlled by multiple factors and thus
fluctuates with a highly nonlinear nature and time-varying characteristics. It is challenging to …

Tillage-induced microtopography alters time-dependent intrinsic correlation of runoff and sediment yield

J Luo, N Wang, Z Zheng, T Li, S He, P Tarolli - Soil and Tillage Research, 2022 - Elsevier
Tillage practices change microtopography and hydrological process, which significantly
affects soil erosion. The objective of this study is understanding storm-driven …

The paradox of re‐oligotrophication: the role of bottom–up versus top–down controls on the phytoplankton community

O Anneville, CW Chang, G Dur, S Souissi, F Rimet… - Oikos, 2019 - Wiley Online Library
Increases in phytoplankton biomass have been widely observed over the past decades,
even in lakes experiencing nutrient reduction. However, the mechanisms giving rise to this …