http://oar.icrisat.org/id/eprint/11517 2020-06-15T05:35:10Z info:eu-repo/semantics/descriptiveMetadata http://oar.icrisat.org/11517/ Data Pre-processing for Agricultural Simulations Jarolímek, J Pavlík, J Kholova, J Ronanki, S Crop Modelling Crop Physiology Data & Analytics The process of agricultural simulation using APSIM requires input meteorological data to be prepared in a specific format and the simulation setting file to be ready before the simulation processing starts. Because of possible time savings when conducting large number of simulations at once, it is preferable to create all the input and settings files for all the simulations beforehand and process the simulations in batches as large as possible. This article specifically deals with the data acquisition, transformation and preparation process. It also outlines initial testing and computing time estimations and discusses scheduling, parallel processing and other possible simulation optimization methods. 2019-03 Article PeerReviewed application/pdf en http://oar.icrisat.org/11517/1/Swarna_agris-on-line-2019-1-jarolimek-pavlik-kholova-ronanki%20%281%29.pdf Jarolímek, J and Pavlík, J and Kholova, J and Ronanki, S (2019) Data Pre-processing for Agricultural Simulations. Agris on-line Papers in Economics and Informatics, 11 (01). pp. 49-53. ISSN 1804-1930 https://doi.org/10.7160/aol.2019.110105 doi:10.7160/aol.2019.110105 info:eu-repo/semantics/objectFile info:eu-repo/semantics/humanStartPage