Fengshi Solar Photovoltaic Power Generation Map

Machine learning models to quantify and map daily global solar

DOI: 10.1016/j.rser.2019.109393 Corpus ID: 209770278; Machine learning models to quantify and map daily global solar radiation and photovoltaic power @article{Feng2020MachineLM,

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Fengshi Solar Photovoltaic Power Generation Map

6 FAQs about [Fengshi Solar Photovoltaic Power Generation Map]

Does China have a spatial map of PV power stations?

Although some researchers released several PV power station maps, most only met a medium resolution of 30 meters 9, 10. There thus still lacks a national map of China’s PV power stations with a higher spatial resolution (i.e., 10 meters) that could provide a global understanding of PV’s spatial deployment patterns.

What is remote sensing derived dataset for large-scale photovoltaic power stations in China?

We provide a remote sensing derived dataset for large-scale ground-mounted photovoltaic (PV) power stations in China of 2020, which has high spatial resolution of 10 meters. The dataset is based on the Google Earth Engine (GEE) cloud computing platform via random forest classifier and active learning strategy.

Are ground-mounted PV power stations in China based on Sentinel-2 imagery?

Scientists led by the China Agricultural University have created a national-scale map and dataset of ground-mounted PV power stations in China. The data is based on Sentinel-2 imagery from 2020 and has a spatial resolution of 10 meters.

What is the spatial resolution of photovoltaic power generation station data?

The photovoltaic power generation station data (PV_China_2020) in China in 2020 were obtained from the GEE platform, using the random forest algorithm. The data sources were Landsat images, and the spatial resolution was 30 m . In contrast, our PV map (2021_PV) had the higher spatial resolution of 10 m.

How many ground-mounted PV power stations are there in China?

According to our dataset, China has a total of 2467.7 km 2 ground-mounted PV power stations in 2020. The top three largest provinces refer to Xinjiang, Inner Mongolia and Qinghai, whose PV area ratio are 14.92%, 12.49% and 11.26%, respectively, with a total of nearly 40% of all the PV power stations of China.

What is the power generation capacity of China's PV power stations in 2020?

With the PV module degradation rate considered during evaluation, the power generation capacity of China's PV power stations in 2020 was calculated to be 238.65 TWh.

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