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Selection: Brenning:A [2 articles] 

Publications by author Brenning:A.
 

Spatial-temporal variation of near-surface temperature lapse rates over the Tianshan Mountains, central Asia

  
Journal of Geophysical Research: Atmospheres, Vol. 121, No. 23. (16 December 2016), pp. 14006-14017, https://doi.org/10.1002/2016jd025711

Abstract

Adequate estimates of near‐surface temperature lapse rate (γlocal) are needed to represent air temperature in remote mountain regions with sparse instrumental records such as the mountains of central Asia. To identify the spatial and temporal variations of γlocal in the Tianshan Mountains, long‐term (1961–2011) daily maximum, mean, and minimum temperature (Tmax, Tmean, and Tmin) data from 17 weather stations and 1 year of temperature logger data were analyzed considering three subregions: northern slopes, Kaidu Basin, and southern slopes. Simple linear regression was ...

 

Spatial prediction models for landslide hazards: review, comparison and evaluation

  
Natural Hazards and Earth System Science, Vol. 5, No. 6. (7 November 2005), pp. 853-862, https://doi.org/10.5194/nhess-5-853-2005

Abstract

The predictive power of logistic regression, support vector machines and bootstrap-aggregated classification trees (bagging, double-bagging) is compared using misclassification error rates on independent test data sets. Based on a resampling approach that takes into account spatial autocorrelation, error rates for predicting "present" and "future" landslides are estimated within and outside the training area. In a case study from the Ecuadorian Andes, logistic regression with stepwise backward variable selection yields lowest error rates and demonstrates the best generalization capabilities. The evaluation outside ...

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