For the past decade, the level of carbon dioxide emission in most cities in China is on the ascendancy. Yet, better prediction of environmental pollution is at the fringes of recent studies. Several erstwhile researchers have attempted predicting pollution whilst utilising approaches including the ...
Urban carbon emission scenario prediction and multi-objective land use optimization strategy under carbon emission constraints 2023, Journal of Cleaner Production Citation Excerpt : The first step involves data preprocessing, which primarily entails the extraction of vector data and raster data. Within the...
With rapid economic growth and huge population,China's greenhouse gas emission has surpassed the U.S and become the biggest emission country in the world.By using time series data of 1990-2007 published by IEA,this paper analyzed the current situation,characteristics and historical changes of carb...
Spatial-temporal evolution characteristics and driving factors of carbon emission prediction in China-research on ARIMA-BP neural network algorithm China accounts for one-third of the world's total carbon emissions. How to reach the peak of carbon emissions by 2030 and achieve carbon neutrality by ...
China’s carbon peak greatly impacts global climate targets. Limited studies have comprehensively analyzed the influence of the COVID-19 pandemic, changing emission network, and recent carbon intensity (CI) reduction on the carbon peak and the correspond
The increment of carbon (CO2) emission levels for different scale societies, has become one of the top concerns for major countries across the world. Recently, AI-based carbon emission modelling provides an important clue tackling the above-mentioned iss
Better forecast of carbon emission prices may increase risk control capabilities of emission market stakeholders, and provide decision support for policy makers, financial institutions and enterprises. However, the issue of carbon price forecasting is complicated and several existing prediction models are ...
Tropical carbon emissions are largely derived from direct forest clearing processes. Yet, emissions from drought-induced forest fires are, usually, not included in national-level carbon emission inventories. Here we examine Brazilian Amazon drought impac
the first international convention aiming at controlling the emission of the greenhouse gas and thereby addressing the problem of global warming. Meanwhile, Kao et al. [1] pointed out that the global warming is an important environmental issue caused by the emission of the main greenhouse gasCO2....
Lotfalipour MR, Falahi MA, Bastam M (2013) Prediction of CO2 emissions in Iran using Grey and ARIMA models. Int J Energy Econ Policy 3:229 Google Scholar Luo H, Wang S (2017) Based on the PCA-ARIMA-BP hybrid model of stock price prediction research. ANZIAM J 58:162–178 Article ...