Jiaqiang Liao

Multi-hour and multi-site air quality index forecasting in Beijing using CNN, LSTM, CNN-LSTM, and spatiotemporal clustering

Rui Yan, Jiaqiang Liao, Jie Yang et al. · Expert Systems with Applications · 2020 · 426 citations

Pollution Detection, Environmental Monitoring, Engineering +11

PM2.5 concentrations forecasting in Beijing through deep learning with different inputs, model structures and forecast time

Jie Yang, Rui Yan, Mingyue Nong et al. · Atmospheric Pollution Research · 2021 · 78 citations

Different Inputs, Pollution Detection, Environmental Monitoring +9

Evidence for the acclimation of ecosystem photosynthesis to soil moisture

Jinlong Peng, Jiwang Tang, Shudi Xie et al. · Nature Communications · 2024 · 45 citations · Full text

Plant nitrogen uptake preference and drivers in natural ecosystems at the global scale

Jinhua Mao, Jinsong Wang, Jiaqiang Liao et al. · New Phytologist · 2025 · 36 citations · Full text

Nitrogen use efficiency of terrestrial plants in China: geographic patterns, evolution, and determinants

Jiaqiang Liao, Zhaolei Li, Jinsong Wang et al. · Ecological Processes · 2021 · 18 citations · Full text