Abstract
Background: Why do models trained on Europe perform poorly outside non-European continents?
Methods:
- Data: Rice production, GDP, harvested area (PSA), El Niño SST data (NOAA).
- Preprocessing: Context windowing, Z-score normalization, stratified splits (60% train, 20% validation, 20% test).
- Models: MLP and RNN, with hyperparameter tuning and MAE evaluation.
- Analysis: Performance comparison across context window lengths (1-6 quarters)
Results: Text for this section.
- Members: Rahul Nair, Gabriel Tseng, Esther Rolf, Hannah Kerner
Introduction
Methods
Information about software and data
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Adding References
References are added to the content in a similar way as LaTeX and there is a bibliography.bib in this folder in the BibTeX format. A citation is made by including an \@ followed by the BibTeX key in square brackets, for example like [\@Upper_writers_1974] for Ref. [@Upper_writers_1974].
Now, the Journal of Cheminformatics support citation typing ontology annotations using the CiTO @uses_method_in:Willighagen_2020. Adding an annoted citation is done by prepending the BibTeX key with the intention, e.g. [\@agrees_with:Guha_Willighagen_2017] or [\@uses_method_in:Willighagen_2020].
If you have more than one reference to cite, separate them with a semicolon, for example: [\@Willighagen_2020; \@Guha_Willighagen_2017] [@Willighagen_2020; @Guha_Willighagen_2017]. If you have more than one intention to cite, separate them with a colon, for example: [\@uses_method_in:extends:Willighagen_2020] [@uses_method_in:extends:Willighagen_2020].
Figure 1: Reference list as converted into Word, including CiTO annotation.
Results
Figures are easy to add in Markdown, and can be done with the  syntax.
Discussion
In this section we examine the growth rate of the mean of $Z_0$, $Z_1$ and $Z_2$. And we can have LaTeX equations:
\[x+1 = 2\]Conclusions
List of abbreviations
Availability of data and materials
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Competing interests
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Funding
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Authors’ contributions
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Acknowledgements
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