Record Details

Data Pre-processing for Agricultural Simulations

OAR@ICRISAT

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Relation http://oar.icrisat.org/11517/
https://doi.org/10.7160/aol.2019.110105
doi:10.7160/aol.2019.110105
 
Title Data Pre-processing for Agricultural Simulations
 
Creator Jarolímek, J
Pavlík, J
Kholova, J
Ronanki, S
 
Subject Crop Modelling
Crop Physiology
Data & Analytics
 
Description 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.
 
Date 2019-03
 
Type Article
PeerReviewed
 
Format application/pdf
 
Language en
 
Identifier 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