@inbook{076ddd89fcfb40b7a08e7223c4dde8c9,
title = "Data Interoperability Tools for Regional Integrated Assessments",
abstract = "This chapter describes the AgMIP approach to achieving data interoperability across multiple crop models, which consists of establishing an efficient standardized data-exchange mechanism with specifications defined in accordance with international standards; implementing a flexibly structured data schema to store experimental datasets; and providing consistent procedures for supplementing model-required inputs. Some of the challenges encountered with design of data interoperability protocols involve (1) the use of heterogeneous data from disparate sources, (2) uniformly supplying the required model assumptions where data are insufficient to parameterize the crop models, (3) supplying observed and supplemental data equivalently to multiple models each with different input formats, and (4) harmonizing model outputs for use in further analyses.",
author = "C.H. Porter and C. Villabolos and D. Holzworth and R. Nelson and J.W. White and I.N. Athanasiadis and M. Zhang and S.J.C. Janssen and M.J.R. Knapen and J.W. Jones and K.J. Boote and J. Hargreaves",
year = "2015",
doi = "10.1142/9781783265640\_0006",
language = "English",
isbn = "9781783265633 ",
series = "ICP Series on Climate Change Impacts, Adaptation and Mitigation",
publisher = "Imperial College Press",
pages = "147--171",
editor = "Daniel Hillel and Cynthia Rosenzweig",
booktitle = "Handbook of Climate Change and Agroecosystems",
}