[HTML][HTML] Space-time variability of climate variables and intermittent renewable electricity production–A review

K Engeland, M Borga, JD Creutin, B François… - … and Sustainable Energy …, 2017 - Elsevier
A major part of renewable electricity production is characterized by a large degree of
intermittency driven by the natural variability of climate factors such as air temperature, wind …

Principles and methods of scaling geospatial Earth science data

Y Ge, Y Jin, A Stein, Y Chen, J Wang, J Wang… - Earth-Science …, 2019 - Elsevier
The properties of geographical phenomena vary with changes in the scale of measurement.
The information observed at one scale often cannot be directly used as information at …

[HTML][HTML] Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables

T Hengl, M Nussbaum, MN Wright, GBM Heuvelink… - PeerJ, 2018 - peerj.com
Random forest and similar Machine Learning techniques are already used to generate
spatial predictions, but spatial location of points (geography) is often ignored in the modeling …

The NorWeST summer stream temperature model and scenarios for the western US: A crowd‐sourced database and new geospatial tools foster a user community …

DJ Isaak, SJ Wenger, EE Peterson… - Water Resources …, 2017 - Wiley Online Library
Thermal regimes are fundamental determinants of aquatic ecosystems, which makes
description and prediction of temperatures critical during a period of rapid global change …

The reference condition: predicting benchmarks for ecological and water-quality assessments

CP Hawkins, JR Olson, RA Hill - Journal of the North …, 2010 - journals.uchicago.edu
Benchmarks provide context and are a critical element of all ecological assessments. Over
the last 25 y, hundreds of papers have been published on various aspects of ecological …

[HTML][HTML] Hydrometeorological analysis of the 29 August 2003 flash flood in the Eastern Italian Alps

M Borga, P Boscolo, F Zanon… - Journal of …, 2007 - journals.ametsoc.org
The 29 August 2003 storm on the upper Tagliamento River basin in the eastern Italian Alps
is examined as a prototype for organized convective systems that dominate the upper tail of …

Flood frequency hydrology: 1. Temporal, spatial, and causal expansion of information

R Merz, G Blöschl - Water Resources Research, 2008 - Wiley Online Library
The hydrological literature on flood frequency analysis in the past has placed undue
emphasis on solving the estimation problem. In this paper we argue that much better use …

Comparative assessment of predictions in ungauged basins–Part 1: Runoff-hydrograph studies

J Parajka, A Viglione, M Rogger… - Hydrology and Earth …, 2013 - hess.copernicus.org
The objective of this assessment is to compare studies predicting runoff hydrographs in
ungauged catchments. The aim is to learn from the differences and similarities between …

Flood timescales: Understanding the interplay of climate and catchment processes through comparative hydrology

L Gaál, J Szolgay, S Kohnová, J Parajka… - Water Resources …, 2012 - Wiley Online Library
We analyze the controls on flood duration based on the concept of comparative hydrology.
Rather than modeling a single catchment in detail, we compare catchments with contrasting …

SSN: An R package for spatial statistical modeling on stream networks

J Ver Hoef, E Peterson, D Clifford, R Shah - Journal of Statistical …, 2014 - jstatsoft.org
The SSN package for R provides a set of functions for modeling stream network data. The
package can import geographic information systems data or simulate new data as a …