AlphaGalileo

Next-generation vision model maps tree growth at sub-meter precision

Forests and plantations play a vital role in carbon sequestration, yet accurately monitoring their growth remains costly and labor-intensive.
IEEE

A Multihead ProbSparse Self-Attention Mechanism-Based High-Precision and High-Robustness Reconstruction Model for Missing Ocean Data

Abstract: Ocean sensor networks (OSNs) can sense long-time series data, which plays a crucial role in tasks that rely on massive sensory data such as ocean ecosystem monitoring and maritime regulation ...
IEEE

Air Quality Prediction Based on Time Series Decomposition and Convolutional Sparse Self-Attention Mechanism Transformer Model

Abstract: This study introduces an innovative air quality prediction model, TD-CS-Transformer, which fuses time series decomposition and convolutional sparse self-attention Transformer model. It ...