The total monthly rainfall averaged over all 5 × 5 km grids in Narok County of Kenya based on blended station-satellite rainfall data (rain) and on rainfall data predicted by a spatio-temporal hierarchical Bayesian model (rain_Bayes provided in Mukhopadhyay S, Ogutu J O, Bartzke G, Dublin HT, Piepho HP.
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https://figshare.com/articles/dataset/The_total_monthly_rainfall_averaged_over_all_5_5_km_grids_in_Narok_County_of_Kenya_based_on_blended_station-satellite_rainfall_data_rain_and_on_rainfall_data_predicted_by_a_spatio-temporal_hierarchical_Bayesian_model_rain_Bayes_provided_in_/27155552
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资源简介:
Modelling spatio-temporal variation in sparse rainfall data using a hierarchical Bayesian regression model. Journal of Agricultural, Biological and Environmental Statistics. 2019 Jun 15; 24(2): 369–393). Min (minimum) and max (maximum) are the average monthly temperatures based on blended Station-Satellite data. The NOAA and SPOT Normalized Difference Vegetation Index (NDVI) (minimum, maximum, mean, range and standard deviation) averaged over the 5 × 5 km grid in Narok County. Rain_1 to Rain_6 are lagged rainfall values whereas rain_Bayes_1 to rain_Bayes_6 are lagged rain_Bayes values.
(XLSX)
创建时间:
2024-10-02



