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README.md

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# coSIF: Spatial statistical prediction of solar-induced chlorophyll fluorescence (SIF) from multivariate OCO-2 data
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# coSIF: Spatial statistical prediction of solar-induced chlorophyll fluorescence (SIF) from multivariate OCO-2 data
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[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.8078592.svg)](https://doi.org/10.5281/zenodo.8078592)
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This repository contains code to reproduce the results in the paper:
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> Jacobson, J., Cressie, N., Zammit-Mangion, A. (n.d.) Spatial statistical prediction of solar-induced chlorophyll fluorescence (SIF) from multivariate OCO-2 data. Under review in *Remote Sensing*.
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> Jacobson, J., Cressie, N., Zammit-Mangion, A. (n.d.) Spatial statistical prediction of solar-induced chlorophyll fluorescence (SIF) from multivariate OCO-2 data. Under review in *Remote Sensing*.
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Unless stated otherwise, all commands are to be run in the root directory of the repository.
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The resulting *coSIF* data products for Februray, April, July, and October 2021 are archived here: TODO
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The resulting *coSIF* data product for February, April, July, and October 2021 are available here: https://doi.org/10.5281/zenodo.8078592
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A supplementary dataset of all fitted model parameters is available here: TODO
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A supplementary dataset of all fitted model parameters is available here: https://doi.org/10.5281/zenodo.8078560
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TODO: Add graphical abstract here.
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## Getting the data
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A compressed file containing the input datasets required for the analysis is archived here [TODO]. This file can be downloaded and extracted into the directory `data/input`. These input datasets include both observational and auxiliary datasets, which we obtained as described below.
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[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.8078476.svg)](https://doi.org/10.5281/zenodo.8078476)
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A compressed file containing the input datasets required for the analysis is archived [here](https://doi.org/10.5281/zenodo.8078476). This file can be downloaded and extracted into the directory `data/input`. These input datasets include both observational and auxiliary datasets, which we obtained as described below.
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### Observational datasets: OCO-2 SIF and XCO2
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