F4ESS-a framework for interdisciplinary data-driven earth system science

作     者：Doris Dransch Daniel Eggert Mike Sips 

作者机构：Remote sensing and GeoinformaticsHelmholtz Center Potsdam–German Research Center for GeosciencePotsdamGermany Geography DepartmentHumboldt-University at BerlinBerlinGermany 

出 版 物：《International Journal of Digital Earth》 (国际数字地球学报（英文）)

年 卷 期：2023年第16卷第1期

页      面：3973-3986页

核心收录：

学科分类：08[工学] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

基　　金：supported by The Initiative and Networking Fund of the Helmholtz Association:[Grant Number] 

主　　题：Earth system science interdisciplinary research scientific workflows integration 

摘      要：Earth system science is an interdisciplinary effort to understand the fundamentals and interactions of environmental *** research is challenging since it demands the integration of scientific schemes and practices from different research fields into a collaborative work *** paper introduces the framework F4ESS that supports this integration.F4ESS provides methods and technologies that facilitate the development of integrative work environments for Earth system science.F4ESS enables scientists a)to outline structured and summarized descriptions of scientific procedures to facilitate communication and synthesis,b)to combine a large variety of distributed data analysis software into seamless data analysis chains and workflows,c)to visually combine and interactively explore the manifold spatiotemporal data and results to support understanding and knowledge *** F4ESS methods and technologies are generic and can be applied in various scientific *** discuss F4EsS in the context of the interdisciplinary investigation of flood events.