Published June 25, 2023
| Version v1.0.0
Dataset
Open
coSIF Data Product for February, April, July, and October 2021
Description
The monthly, 0.05-degree resolution coSIF predictions and corresponding root-mean-squared prediction errors (RMSPEs) for each of February, April, July, and October 2021 over North America. Each NetCDF file corresponds to one of the four months and contains two variables: "cosif_prediction" and "cosif_rmspe." For example, "coSIF_202102.nc4" corresponds to February 2021. All units are Watts per square meter, per steradian, and per micrometer (W \ m^2 \ sr \ \(\mu\)m).
As described in Jacobson et. al. (2023), predictions and RMSPEs for July 2021 were produced using cokriging. For all other months, predictions and RMSPEs were produced using kriging.
Files
Files
(55.4 MB)
Name | Size | Download all |
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md5:22fdabc9f128e2dc085142736e616a51
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13.8 MB | Download |
md5:bc6e880c8a50b1e599808e661055045b
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13.8 MB | Download |
md5:76fd5934003656264cc2e8aee5cfae09
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13.8 MB | Download |
md5:6729a8c9b6ed0e4f5c5ecbb06b4fb0c1
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13.8 MB | Download |
Additional details
Funding
References
- Jacobson, J., Cressie, N., & Zammit-Mangion, A. (2023). Spatial statistical prediction of solar-induced chlorophyll fluorescence (SIF) from multivariate OCO-2 data. Remote Sensing, 15(16), 4038. https://doi.org/10.3390/rs15164038