Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 4 of 4 for “"Quantile Regression Forest"”.
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Spatial inconsistencies influence global estimates of soil respiration: how can we improve global predictions?
… sum and uncertainty of Rs as predicted by a quantile regression forest model. A model parameterized using SRDBv3 yielded a global Rs sum of 88.6 Pg C yr-1, and associated uncertainty of 29.9 (mean absolute error) and 57.9 (standard deviation) Pg C yr-1, whereas parameterization using SRDBv5 …
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Forecasting linehaul transit times & on time delivery probability using quantile regression forests
… of variability and incorporates them into quantile regression forest, a black box forecasting model, that will provide estimated scheduled transit times for a given probability of on-time arrival at the destination. With the use of Amazon's Q1 & Q2 2013 linehaul data, an analysis on …
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Desempenho, limitações e aprimoramento das estimativas de precipitação do IMERG sobre o Nordeste brasileiro: aplicações na Bacia do Parnaíba
… especially the hybrid approach combining Quantile Regression Forest (QRF) and Quantile Mapping (QM), which led to reductions of up to 30% in RMSE and improvements greater than 58% in the KGE index, in addition to advances in rainfall detection and reduction of false alarms. These findings …
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Three essays on implications of on-farm precision experiments for N management
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2024-12-01