20.500.12556/RUL-131845 Relation of influencing variables and weather conditions on rainfall partitioning by birch and pine trees General weather conditions may have a strong influence on the individual elements of the hydrological cycle, an important part of which is rainfall interception. The influence of general weather conditions on this process was analysed, evaluating separately the influence of various variables on throughfall, stemflow, and rainfall interception for a wet (2014), a dry (2015), and an average (2016) year. The analysed data were measured for the case of birch and pine trees at a study site in the city of Ljubljana, Slovenia. The relationship between the components of rainfall partitioning and the influential variables for the selected years was estimated using two statistical models, namely boosted regression trees and random forest. The results of both implemented models complemented each other well, as both indicated the rainfall amount and the number of raindrops as the most influential variables. During the wet year 2014 rainfall duration seems to play an important role, correlating with the previously observed influence of the variables during the wetter leafless period. Similarly, during the dry year 2015, rainfall intensity had a significant influence on rainfall partitioning by the birch tree, again corresponding to the influences observed during the drier leafed period. hydrology throughfall stemflow rainfall interception rainfall microstructure regression trees boosted regression trees random forest hidrologija prepuščene padavine odtok po deblu prestrežene padavine mikrostruktura padavin regresijska drevesa true false true Angleški jezik Slovenski jezik Članek v reviji 2021-10-04 13:28:32 2021-10-04 13:28:34 2025-05-07 16:08:51 0000-00-00 00:00:00 2021 0 0 Str. 456–466 iss. 4 Vol. 69 2021 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 551.577:556.12 1338-4333 10.2478/johh-2021-0023 75714307 Relation-of-influencing-variables-and-weather-conditions-on-rainfall-partitioning-by-birch-and-pine-trees_(2).pdf Relation-of-influencing-variables-and-weather-conditions-on-rainfall-partitioning-by-birch-and-pine-trees_(2).pdf 1 596A7D8ABABEF461EC6786DBA6466DFC f840af09edd32c6d81bd9fe37519f4767567ed90a2474cdd8c8d8a396b49cf1c c0405dbe-146d-11f0-b232-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=201475 https://sciendo.com/article/10.2478/johh-2021-0023 0 da687978-2b49-11f0-b232-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=210135 Fakulteta za gradbeništvo in geodezijo 0 0 0