The climate hazards infrared precipitation with stations--a new environmental record for monitoring extremes.
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Cites methods from "The climate hazards infrared precip..."
...Interestingly, MSWEP performed average in terms of absolute bias (Figure 7c), obtaining the best B value for only 9.6 % of the stations, which is somewhat unexpected given the sophisticated interpolation techniques employed in producing the CHPclim dataset (Funk et al., 2015b)....
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...The long-term mean of MSWEP was based on the recently released Climate Hazards Group Precipitation Climatology (CHPclim) dataset (0.05◦ resolution; version 1.0; Funk et al., 2015b), a global P climatology based on gauge observations and satellite data....
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...Moreover, the gauge component of MSWEP may be improved by accounting for the variable correlation length in the interpolation (cf. Funk et al., 2015a), while the biases at high northern latitudes may be improved using Gravity Recovery and Climate Experiment (GRACE) data (cf. Behrangi et al., 2016;…...
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...Other merging techniques include multivariate analysis (e.g., Funk et al., 2015b),5 probability distribution analysis (e.g., Anagnostou et al., 1999), geostatistical estimators (e.g., Seo, 1998; Grimes et al., 1999), wavelet analysis (e.g., Heidinger et al., 2012), and Bayesian methods (e.g.,…...
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...Conversely, CHIRPS (Funk et al., 2015a) and TMPA 3B43 (Huffman et al., 2007) combine satellite and gauge P estimates using inverse- error weighted averaging....
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"The climate hazards infrared precip..." refers methods in this paper
...The climate change simulations provided projections based on observed 1950–2005 greenhouse gases, aerosols and greenhouse gasses (the historic experiment(71)) (Taylor et al.(71)), and 2006–2038 simulations from the 8....
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