ChinaHighPM10: Big Data Seamless 10 km Ground-level PM10 Dataset for China (Closed)

<p>ChinaHighPM₁₀&nbsp;is one of the series of long-term,&nbsp;full-coverage,&nbsp;high-resolution, and&nbsp;high-quality datasets of ground-level air pollutants for China (i.e., ChinaHighAirPollutants, CHAP). It is generated from the big data&nbsp;(e.g., ground-based measurements, satellite remote sensing products, atmospheric reanalysis, and model simulations) using artificial intelligence by considering the spatiotemporal heterogeneity of air pollution.&nbsp;</p> <p>This is the big data-derived seamless (spatial coverage = 100%) daily, monthly, and yearly 10 km (i.e., D10K, M10K, and Y10K) ground-level&nbsp;ground-level PM₁₀ products in China from 2013 to 2020.&nbsp;This dataset yields a high quality with a&nbsp;cross-validation coefficient of determination (CV-R²) of 0.86 and&nbsp;a root-mean-square error (RMSE) of 24.34 &micro;g m^-3&nbsp;on a daily basis.</p> <p><strong>Note that this dataset is closed access since a longer-term, high-resolution (1 km), and&nbsp;higher quality ChinaHighPM₁₀&nbsp;dataset is available at:&nbsp;&nbsp;<a href="http://doi.org/10.5281/zenodo.3752465">http://doi.org/10.5281/zenodo.3752465</a></strong></p> <p><strong>More CHAP datasets of different air pollutants can be found at:&nbsp;<a href="https://weijing-rs.github.io/product.html">https://weijing-rs.github.io/product.html</a></strong></p>