Photovoltaic dataset of China from 2013 to 2023 for ten years
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https://figshare.com/articles/dataset/Photovoltaic_dataset_of_China_from_2013_to_2023_for_ten_years_/27301686/2
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资源简介:
The Photovoltaic Dataset of China from 2013 to 2023 for ten years is a comprehensive and high-quality resource. It encompasses the photovoltaic boundary datasets within the territorial scope of China over the decade-long period.<br>To produce this dataset, an advanced approach was employed. Firstly, machine learning techniques were utilized in conjunction with Landsat - 8 images with a resolution of 30m. These images underwent morphological restoration to enhance their quality. Subsequently, the processed data was converted into vector format, facilitating further analysis and manipulation. Finally, a crucial step of manual verification was carried out. This involved careful human checking to ensure the accuracy and reliability of the dataset. Through this meticulous process, a high-quality dataset was generated, which can serve as a valuable tool for various research and application scenarios related to photovoltaic studies in China, such as analyzing the spatial distribution and temporal changes of photovoltaic installations, assessing the impact of photovoltaic development on the environment and energy landscape, and supporting the planning and management of photovoltaic projects.
2013年至2023年十年期中国光伏(Photovoltaic)数据集是一份全面且高质量的资源,涵盖了这十年间中国领土范围内的光伏边界数据集。
为构建该数据集,研究团队采用了先进的技术路径:首先将机器学习技术与分辨率为30米的Landsat-8影像相结合,对影像进行形态学修复以提升影像质量;随后将处理后的数据转换为矢量格式,便于后续开展分析与操作;最后开展关键的人工核验环节,通过细致的人工核查确保数据集的准确性与可靠性。
通过这一严谨细致的流程,最终生成了这份高质量光伏数据集,可作为中国光伏研究相关各类研究与应用场景的宝贵工具,例如用于分析光伏装机的空间分布与时序变化、评估光伏发展对环境与能源格局的影响,以及支撑光伏项目的规划与管理工作。
提供机构:
figshare
创建时间:
2024-10-25
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