|
| 1 | +# This CITATION.cff file was generated with cffinit. |
| 2 | +# Visit https://bit.ly/cffinit to generate yours today! |
| 3 | + |
| 4 | +cff-version: 1.2.0 |
| 5 | +title: >- |
| 6 | + PyCrop2ML : Python library to exchange and reuse crop |
| 7 | + model compponents between languages and platforms |
| 8 | +message: >- |
| 9 | + If you use this software, please cite it using the |
| 10 | + metadata from this file. |
| 11 | +type: software |
| 12 | +authors: |
| 13 | + - given-names: Cyrille Ahmed |
| 14 | + family-names: Midingoyi |
| 15 | + affiliation: CIRAD |
| 16 | + |
| 17 | + - given-names: Christophe |
| 18 | + family-names: Pradal |
| 19 | + |
| 20 | + affiliation: CIRAD |
| 21 | + orcid: 'https://orcid.org/0000-0002-2555-761X' |
| 22 | + - given-names: 'Andreas ' |
| 23 | + family-names: Enders |
| 24 | + affiliation: >- |
| 25 | + Institute of Crop Science and Resource Conservation |
| 26 | + (INRES), University of Bonn, Bonn, Germany, |
| 27 | + - given-names: Davide |
| 28 | + family-names: Fumagalli |
| 29 | + - given-names: Patrice |
| 30 | + family-names: Lecharpentier |
| 31 | + affiliation: INRAE |
| 32 | + - given-names: 'Hélène ' |
| 33 | + family-names: Raynal |
| 34 | + affiliation: INRAE |
| 35 | + - given-names: 'Marcello ' |
| 36 | + family-names: Donatelli |
| 37 | + affiliation: CREAA |
| 38 | + - given-names: Ioannis N. |
| 39 | + family-names: Athanasiadis |
| 40 | + affiliation: 'Wageningen University, Wageningen, The Netherlands' |
| 41 | + - given-names: 'Cheryl ' |
| 42 | + family-names: Porter |
| 43 | + affiliation: >- |
| 44 | + Agricultural & Biological Engineering, University of |
| 45 | + Florida, Gainesville, USA |
| 46 | + - given-names: 'Gerrit ' |
| 47 | + family-names: Hoogenboom |
| 48 | + affiliation: >- |
| 49 | + Agricultural & Biological Engineering, University of |
| 50 | + Florida, Gainesville, USA |
| 51 | + - given-names: 'Dean ' |
| 52 | + family-names: Holzworth |
| 53 | + affiliation: 'CSIRO Agriculture and Food, Toowoomba, Australia' |
| 54 | + - given-names: Pierre |
| 55 | + family-names: Martre |
| 56 | + affiliation: INRAE |
| 57 | + |
| 58 | +repository-code: >- |
| 59 | + https://github.com/AgriculturalModelExchangeInitiative/PyCrop2ML |
| 60 | +url: 'https://crop2ml.org' |
| 61 | +abstract: >- |
| 62 | + The increasing impact of climate change and variability on |
| 63 | + food security and agriculture, and the need for |
| 64 | + agroecological transition require improving the |
| 65 | + performance of crop simulation models and to model new |
| 66 | + biophysical processes to tackle new challenges. Recently, |
| 67 | + the Agricultural Models Exchange Initiative (AMEI) |
| 68 | + proposed Crop2ML, an open-source modeling framework for |
| 69 | + exchanging and reusing crop model components between |
| 70 | + modeling platforms. This framework provides a unified |
| 71 | + description of model components at a high level of |
| 72 | + abstraction based on shared concepts, lifting constraints |
| 73 | + of modeling platforms through an automatic system that |
| 74 | + transforms high-level models into platform-compliant |
| 75 | + components. This paper presents an approach based on |
| 76 | + reverse engineering to automatically extract and transform |
| 77 | + meta-information and algorithms of existing crop model |
| 78 | + processes into a platform-independent model component. A |
| 79 | + search algorithm using Crop2ML concepts, and a many-to-one |
| 80 | + transformation system was adopted as the main reverse |
| 81 | + engineering techniques to produce high-level models. The |
| 82 | + system consists in parsing the codebase of model |
| 83 | + components from different high-level languages (Python, R, |
| 84 | + Java, C++, C#, and Fortran) using the ANother Tool for |
| 85 | + Language Recognition (ANTLR) parser generator and |
| 86 | + processing the generated syntax trees to produce the |
| 87 | + various model implementations. It is implemented and |
| 88 | + evaluated on three crop model components: an energy |
| 89 | + balance model provided by BioMA platform and two soil |
| 90 | + temperature models provided by SIMPLACE and DSSAT |
| 91 | + platforms. We demonstrated the extensibility of our |
| 92 | + approach with the STICS, OpenAlea, and SiriusQuality |
| 93 | + modeling platforms. CyMLTx is a significant contribution |
| 94 | + towards the interoperability of crop modeling platforms |
| 95 | + and the reuse of crop model components beyond programming |
| 96 | + languages. It will thus contribute to foster model |
| 97 | + intercomparison and improvement activities. |
| 98 | +keywords: |
| 99 | + - Crop2ML |
| 100 | + - AMEI |
| 101 | + - Crop Model |
| 102 | + - DSSAT |
| 103 | + - SimPlace |
| 104 | + - STICS |
| 105 | + - APSIM |
| 106 | + - OpenAlea |
| 107 | + - BioMA |
| 108 | + - RECORD |
| 109 | +license: CECILL-C |
0 commit comments