本数据集收集了每小时地面臭氧观测数据（6多万条记录）、气象数据、遥感产品和社会经济信息，并应用长短期记忆（LSTM）循环神经网络绘制了0—1年中国地表臭氧浓度数据（HrSOD）的小时时间步长和0.1°×2005.2020°分辨率。每日数据为NetCDF文件，文件名称为“YYYYMMDD.nc”，其中“YYYY”、“MM”和“DD”是指文件的年、月、日。
", "ds_source": "该数据收集了每小时地面臭氧观测数据（超过6万条记录）、气象数据、遥感产品和社会经济信息。
", "ds_process_way": "应用长短期记忆（LSTM）循环神经网络，以0.1°×0.1°的分辨率绘制了2005—2020年中国每小时地表臭氧数据（HrSOD）。
", "ds_quality": "数据质量良好。
", "ds_acq_start_time": "2005-01-01 00:00:00", "ds_acq_end_time": "2020-12-31 00:00:00", "ds_acq_place": "中国", "ds_acq_lon_east": 135.01666666666668, "ds_acq_lat_south": 3.8666666666666667, "ds_acq_lon_west": 73.66666666666667, "ds_acq_lat_north": 53.5, "ds_acq_alt_low": null, "ds_acq_alt_high": null, "ds_share_type": "login-access", "ds_total_size": 39884095496, "ds_files_count": 17, "ds_format": "nc", "ds_space_res": "12550", "ds_time_res": "日", "ds_coordinate": "WGS84", "ds_projection": "", "ds_thumbnail": "02d6fa84-fa73-4c87-8edf-8943df938ef0.png", "ds_thumb_from": 2, "ds_ref_way": "", "paper_ref_way": "", "ds_ref_instruction": "", "ds_from_station": null, "organization_id": "0a4269e1-65f4-45f1-aeba-88ea3068eebf", "ds_serv_man": "李红星", "ds_serv_phone": "09314967596", "ds_serv_mail": "ncdc@lzb.ac.cn", "doi_value": "", "subject_codes": [ "170.15" ], "quality_level": 3, "publish_time": "2023-12-27 11:00:33", "last_updated": "2026-01-14 10:50:15", "protected": false, "protected_to": null, "lang": "zh", "cstr": "11738.11.NCDC.ZENODO.DB4152.2023", "i18n": { "en": { "title": "Hourly Surface Ozone (HrSOD) Dataset in China (2005-2020)", "ds_format": "nc", "ds_source": "This data collected hourly ground ozone observation data (over 60000 records), meteorological data, remote sensing products, and socio-economic information.
", "ds_quality": "The data quality is good.
", "ds_ref_way": "", "ds_abstract": "This dataset collected hourly ground ozone observation data (over 60000 records), meteorological data, remote sensing products, and socio-economic information, and applied Long Short Term Memory (LSTM) recurrent neural network to plot the hourly time step and 0.1 ° of China's surface ozone concentration data (HrSOD) for 0-1 years × Resolution of 2005.2020 °. The daily data is a NetCDF file with the file name \"YYYYMMDD. nc\", where \"YYYY\", \"MM\", and \"DD\" refer to the year, month, and day of the file.
", "ds_time_res": "日", "ds_acq_place": "China", "ds_space_res": "12550", "ds_projection": "", "ds_process_way": "Apply Long Short Term Memory (LSTM) recurrent neural network at 0.1 ° × A resolution of 0.1 ° was used to plot hourly surface ozone data (HrSOD) in China from 2005 to 2020.
", "ds_ref_instruction": "" } }, "submit_center_id": "ncdc", "data_level": 0, "license_type": "CC BY 4.0", "doi_reg_from": "reg_outside", "cstr_reg_from": "reg_outside", "doi_not_reg_reason": null, "cstr_not_reg_reason": null, "is_paper_in_submitting": false, "ds_topic_tags": [ "表面臭氧", "LSTM系列", "中国" ], "ds_subject_tags": [ "大气科学" ], "ds_class_tags": [], "ds_locus_tags": [ "中国" ], "ds_time_tags": [ 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020 ], "ds_contributors": [ { "true_name": "张文秀", "email": "zhangwenxiu@mail.iggcas.ac.cn", "work_for": "中国科学院生态环境研究中心， 城市与区域生态国家重点实验室，", "country": "中国" }, { "true_name": "刘迪", "email": "diliu@rcees.ac.cn", "work_for": "中国科学院生态环境研究中心， 城市与区域生态国家重点实验室", "country": "中国" }, { "true_name": "石昊", "email": "haoshi@rcees.ac.cn", "work_for": "中国科学院生态环境研究中心， 城市与区域生态国家重点实验室", "country": "中国" } ], "ds_meta_authors": [ { "true_name": "张文秀", "email": "zhangwenxiu@mail.iggcas.ac.cn", "work_for": "中国科学院生态环境研究中心， 城市与区域生态国家重点实验室，", "country": "中国" }, { "true_name": "刘迪", "email": "diliu@rcees.ac.cn", "work_for": "中国科学院生态环境研究中心， 城市与区域生态国家重点实验室", "country": "中国" }, { "true_name": "石昊", "email": "haoshi@rcees.ac.cn", "work_for": "中国科学院生态环境研究中心， 城市与区域生态国家重点实验室", "country": "中国" } ], "ds_managers": [ { "true_name": "张文秀", "email": "zhangwenxiu@mail.iggcas.ac.cn", "work_for": "中国科学院生态环境研究中心， 城市与区域生态国家重点实验室，", "country": "中国" }, { "true_name": "刘迪", "email": "diliu@rcees.ac.cn", "work_for": "中国科学院生态环境研究中心， 城市与区域生态国家重点实验室", "country": "中国" }, { "true_name": "石昊", "email": "haoshi@rcees.ac.cn", "work_for": "中国科学院生态环境研究中心， 城市与区域生态国家重点实验室", "country": "中国" } ], "category": "大气本底" }