ICAR Research Data Repository for Knowledge Management
Replication Data for: "Multi-decadal trends of low-clouds at the Tropical Montane Cloud Forests"
Harvard Dataverse (Africa Rice Center, Bioversity International, CCAFS, CIAT, IFPRI, IRRI and WorldFish)
View Archive Info| Field | Value | |
| Title |
Replication Data for: "Multi-decadal trends of low-clouds at the Tropical Montane Cloud Forests"
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| Identifier |
https://doi.org/10.7910/DVN/A25Q8V
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| Creator |
Guzmán Quesada, Jose Antonio
Hamann, Hendrik F. Sanchez-Azofeifa, Arturo |
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| Publisher |
Harvard Dataverse
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| Description |
These datasets are part of the inputs and outputs of the manuscript '’Multi-decadal trends of low-clouds at the Tropical Montane Cloud Forests." The file 'cloud-fraction_global.tif' provides a global raster of trends of low clouds from ERA5. The files 'TMCF_slope.csv' and 'TMCF_error.csv' provide the trends of Essential Climate Variables and their errors. If your interest is in using the names and geolocation of the TMCFs, please cite Aldrich et al. (1997) and follow the instructions of https://resources.unep-wcmc.org/products/84c3a142c4354cc1a75ac9e9ee8538e2. The files 'bayes_all_results.csv' and 'bayes_realm_results.csv' provide the results and metrics from the Bayesian t-test. The values are scaled at x10-4 to retain digital numbers. The files 'PLSR_components.csv', 'PLSR_coefficients.csv', 'PLSR_VIP.csv', 'PLSR_predicted.csv', and 'PLSR_performance.csv' provides the results from the Partial Least-Squares Regression (PLSR) model. Codes to produce and reproduce these files are available at https://github.com/Antguz/TMCF-trends. |
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| Subject |
Earth and Environmental Sciences
Cloud fraction Tropical Montane Cloud Forests Climatic trends |
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| Date |
2022-04-20
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| Contributor |
Guzmán Quesada, Jose Antonio
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