A Novel Text‐Based Framework for Forecasting Carbon Prices
ABSTRACT This study proposes a text‐based framework for predicting EU carbon prices. Using weekly data from 2020 to 2024, we construct a multivariate dataset combining financial indicators, commodity prices, Google Trends measures, and news‐based sentiment extracted using FinBERT.
Christian Oliver Ewald, Yaoyu Li
wiley +1 more source
Investigation of Pitch and Tone Preference of Preschool Children in Mandarin. [PDF]
Yin M +5 more
europepmc +1 more source
Dendrobium catenatum grown under simulated wild cultivation showed significantly higher flavonoids and stilbenes, leading to enhanced antioxidant activity in both leaves and stems compared to facility‐grown plants. Integrated metabolomics, antioxidant assays, and network pharmacology identified Denbinobin as a key multi‐target antioxidant compound ...
Chuyun Guan +7 more
wiley +1 more source
Hybrid Helmholtz-Helical Metamaterial for Broadband-Targeted Suppression of Substation Noise. [PDF]
Nie J +7 more
europepmc +1 more source
The gains from machine learning in nowcasting and forecasting food insecurity are still small and limited and cannot be observed in all countries. This review summarizes the public resources for data, corrects common misconceptions about model requirements, and establishes baseline requirements, explanations, causal inference, and equity in operational
Shabnam Mehboob +4 more
wiley +1 more source
Beyond speech perception: contemporary landscape of language agnostic hearing assessment. [PDF]
Schaeffer AR +4 more
europepmc +1 more source
Non-tonal L2 proficiency facilitates the perception of tone and pitch contrasts in a tonal L1: evidence from Mandarin-English bilinguals. [PDF]
Zhao R, Li M, Ren H, Wei H.
europepmc +1 more source
Exploring neural mechanisms of Mandarin tone sandhi perception via fNIRS: the role of gesture in multimodal integration. [PDF]
Cui Y +6 more
europepmc +1 more source
Research on noise reduction of annular axial cooling fan blade with perforated structure. [PDF]
Wang H +6 more
europepmc +1 more source
Individual differences in musical melody perception moderate the speech-to-song illusion in Mandarin Chinese listeners. [PDF]
Rathcke TV, Canzi M.
europepmc +1 more source

