FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2908370041> ?p ?o ?g. }

• W2908370041 endingPage "20" @default.
• W2908370041 startingPage "1" @default.
• W2908370041 abstract "Abstract. Multi-scale interactions between the main players of the atmospheric water cycle are poorly understood, even in the present-day climate, and represent one of the main sources of uncertainty among future climate projections. Here, we present a method to downscale observations of relative humidity available from the Sondeur Atmosphérique du Profil d'Humidité Intertropical par Radiométrie (SAPHIR) passive microwave sounder at a nominal horizontal resolution of 10 km to the finer resolution of 90 m using scattering ratio profiles from the Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observations (CALIPSO) lidar. With the scattering ratio profiles as covariates, an iterative approach applied to a non-parametric regression model based on a quantile random forest is used. This allows us to effectively incorporate into the predicted relative humidity structure the high-resolution variability from cloud profiles. The finer-scale water vapour structure is hereby deduced from the indirect physical correlation between relative humidity and the lidar observations. Results are presented for tropical ice clouds over the ocean: based on the coefficient of determination (with respect to the observed relative humidity) and the continuous rank probability skill score (with respect to the climatology), we conclude that we are able to successfully predict, at the resolution of cloud measurements, the relative humidity along the whole troposphere, yet ensure the best possible coherence with the values observed by SAPHIR. By providing a method to generate pseudo-observations of relative humidity (at high spatial resolution) from simultaneous co-located cloud profiles, this work will help revisit some of the current key barriers in atmospheric science. A sample dataset of simultaneous co-located scattering ratio profiles of tropical ice clouds and observations of relative humidity downscaled at the resolution of cloud measurements is available at https://doi.org/10.14768/20181022001.1 (Carella et al., 2019)." @default.
• W2908370041 created "2019-01-11" @default.
• W2908370041 creator A5029782535 @default.
• W2908370041 creator A5045515866 @default.
• W2908370041 creator A5070325474 @default.
• W2908370041 creator A5072990918 @default.
• W2908370041 creator A5078037680 @default.
• W2908370041 date "2020-01-03" @default.
• W2908370041 modified "2023-10-18" @default.
• W2908370041 title "Statistical downscaling of water vapour satellite measurements from profiles of tropical ice clouds" @default.
• W2908370041 cites W143236119 @default.
• W2908370041 cites W1650638897 @default.
• W2908370041 cites W1656258253 @default.
• W2908370041 cites W1915061551 @default.
• W2908370041 cites W1925502865 @default.
• W2908370041 cites W1963755441 @default.
• W2908370041 cites W1971207437 @default.
• W2908370041 cites W1981763432 @default.
• W2908370041 cites W1992860112 @default.
• W2908370041 cites W1994532528 @default.
• W2908370041 cites W1996437747 @default.
• W2908370041 cites W1999598849 @default.
• W2908370041 cites W2001234880 @default.
• W2908370041 cites W2002608046 @default.
• W2908370041 cites W2009591809 @default.
• W2908370041 cites W2010498097 @default.
• W2908370041 cites W2012723546 @default.
• W2908370041 cites W2013428977 @default.
• W2908370041 cites W2014537219 @default.
• W2908370041 cites W2017859469 @default.
• W2908370041 cites W2018856914 @default.
• W2908370041 cites W2020099382 @default.
• W2908370041 cites W2020374726 @default.
• W2908370041 cites W2029734310 @default.
• W2908370041 cites W2029739915 @default.
• W2908370041 cites W2031762270 @default.
• W2908370041 cites W2035570184 @default.
• W2908370041 cites W2035683794 @default.
• W2908370041 cites W2044520871 @default.
• W2908370041 cites W2047795137 @default.
• W2908370041 cites W2055210045 @default.
• W2908370041 cites W2055421723 @default.
• W2908370041 cites W2056948983 @default.
• W2908370041 cites W2057861257 @default.
• W2908370041 cites W2058602417 @default.
• W2908370041 cites W2060071843 @default.
• W2908370041 cites W2069875043 @default.
• W2908370041 cites W2073059059 @default.
• W2908370041 cites W2078470651 @default.
• W2908370041 cites W2078575969 @default.
• W2908370041 cites W2080504767 @default.
• W2908370041 cites W2087599383 @default.
• W2908370041 cites W2088514945 @default.
• W2908370041 cites W2089178461 @default.
• W2908370041 cites W2091091918 @default.
• W2908370041 cites W2093215882 @default.
• W2908370041 cites W2104218822 @default.
• W2908370041 cites W2107840396 @default.
• W2908370041 cites W2119160928 @default.
• W2908370041 cites W2121745948 @default.
• W2908370041 cites W2125011060 @default.
• W2908370041 cites W2134643081 @default.
• W2908370041 cites W2135464415 @default.
• W2908370041 cites W2139004620 @default.
• W2908370041 cites W2139215874 @default.
• W2908370041 cites W2141107627 @default.
• W2908370041 cites W2144991971 @default.
• W2908370041 cites W2146598934 @default.
• W2908370041 cites W2150593711 @default.
• W2908370041 cites W2153678836 @default.
• W2908370041 cites W2154952449 @default.
• W2908370041 cites W2162175978 @default.
• W2908370041 cites W2163167018 @default.
• W2908370041 cites W2167216978 @default.
• W2908370041 cites W2168314263 @default.
• W2908370041 cites W2296277783 @default.
• W2908370041 cites W2323822969 @default.
• W2908370041 cites W2340047292 @default.
• W2908370041 cites W2340548155 @default.
• W2908370041 cites W2401934115 @default.
• W2908370041 cites W2550654570 @default.
• W2908370041 cites W2565517210 @default.
• W2908370041 cites W2568967390 @default.
• W2908370041 cites W2613771507 @default.
• W2908370041 cites W2619689284 @default.
• W2908370041 cites W2747744517 @default.
• W2908370041 cites W2755633181 @default.
• W2908370041 cites W2766774525 @default.
• W2908370041 cites W2766992128 @default.
• W2908370041 cites W2773118457 @default.
• W2908370041 cites W2789674734 @default.
• W2908370041 cites W2911964244 @default.
• W2908370041 cites W3192880971 @default.
• W2908370041 cites W4212883601 @default.
• W2908370041 cites W4233028157 @default.
• W2908370041 doi "https://doi.org/10.5194/essd-12-1-2020" @default.
• W2908370041 hasPublicationYear "2020" @default.
• W2908370041 type Work @default.

• next