全球变化大数据的科学认知与云共享平台

全球变化大数据的科学认知与云共享平台 Big data on global changes:Data sharing platform and recognition 吴炳方 WU Bingfang 1 first-author 高峰 GAO Feng 2 何国金 HE Guojin 1 张宁 ZHANG Ning 3 曾红伟 ZENG Hongwei 1 中国科学院遥感与数字地球研究所数字地球重点实验室 中国科学院遥感与数字地球研究所数字地球重点实验室 Key Laboratory of Digital Earth Sciences,Institute of Digital Earth and Remote Sensing,Chinese Academy of Sciences Key Laboratory of Digital Earth Sciences,Institute of Digital Earth and Remote Sensing,Chinese Academy of Sciences 国家气象信息中心 国家气象信息中心 National Meteorological Information Center National Meteorological Information Center 南京大学大气科学学院 南京大学大气科学学院 School of Atmospheric Sciences,Nanjing University School of Atmospheric Sciences,Nanjing University 本文是国家重点研发计划"全球变化及应对"专项之"全球变化大数据的科学认知与云共享平台"项目介绍。针对中国全球变化数据"数据海量、信息缺乏、知识难觅"的困局,项目力图通过联合中国对地观测领域、大气科学领域、气候变化研究领域的优势力量,建成具有中国特色的全球变化大数据共享平台,践行破除信息数据"深藏闺中"的壁垒。该平台将集大数据快速汇聚、大尺度产品快速生成、不确定性分析、大数据驱动的全球变化敏感因子认知于一体,一方面为中国全球变化研究提供中国区域最好的全球变化大数据集,另一方面为在国际相关活动中,掌握全球变化问题的主导权,发出中国的倡议与声音提供应有的支持。 China has substantial data,but less information and insufficient knowledge,which results in poor international influence in global change research;thus,changing this situation is urgent.In 2016,a new project of the National Key Research and Development Program on Global Changes and Adaptation entitled, "Big data on global changes:Data sharing platform and recognition",is launched.The project attempts to establish a global change-big data（GloBiD） sharing platform to change the current situation.This paper introduces this project,which comprises the establishment of three fast processing systems of global data（i.e.,multi-source data aggregation and processing system,fast production system on global satellite products with 30 m spatial resolution,and fast production system on FY satellite products）,uncertainty analysis of multi-source data impact on global changes,and the recognition of sensitive factors of global change driven by big data.Cloud technology,cluster computing,Apache Spark engine,Apache HBase,and HDFS data storage technology are adopted to build the GloBiD sharing platform.This project will provide high-quality data for the global change research of China.It will also provide valuable information on the main problems of global change for policy making based on the recognition of sensitive factors.Hopefully,the establishment of scientific recognition and data sharing platform of global change data will promote the development of the global change research of China in the future. 全球变化大数据平台 快速算法 不确定性 敏感因子分析 global change big data platform fast algorithm uncertainty sensitive factors recognition TP311.13 国家重点研发计划（编号:2016YFA0600300）~~ 2021-06-16 6 20