Evaluation of deep learning models for multi-step ahead time series prediction

R Chandra, S Goyal, R Gupta - Ieee Access, 2021 - ieeexplore.ieee.org
Time series prediction with neural networks has been the focus of much research in the past
few decades. Given the recent deep learning revolution, there has been much attention in …

Landscape dynamics and the Phanerozoic diversification of the biosphere

T Salles, L Husson, M Lorcery, B Hadler Boggiani - Nature, 2023 - nature.com
The long-term diversification of the biosphere responds to changes in the physical
environment. Yet, over the continents, the nearly monotonic expansion of life started later in …

Hundred million years of landscape dynamics from catchment to global scale

T Salles, L Husson, P Rey, C Mallard, S Zahirovic… - Science, 2023 - science.org
Our capability to reconstruct past landscapes and the processes that shape them underpins
our understanding of paleo-Earth. We take advantage of a global-scale landscape evolution …

Estimating river channel bathymetry in large scale flood inundation models

J Neal, L Hawker, J Savage, M Durand… - Water Resources …, 2021 - Wiley Online Library
Flood inundation modeling across large data sparse areas has been increasing in recent
years, driven by a desire to provide hazard information for a wider range of locations. The …

[HTML][HTML] Landlab v2. 0: A software package for Earth surface dynamics

KR Barnhart, EWH Hutton, GE Tucker… - Earth Surface …, 2020 - esurf.copernicus.org
Numerical simulation of the form and characteristics of Earth's surface provides insight into
its evolution. Landlab is an open-source Python package that contains modularized …

Hydrologic-geotechnical modelling of shallow landslide and flood hazards caused by heavy rainfall

NLJ Dolojan, S Moriguchi, M Hashimoto, NX Tinh… - Engineering …, 2023 - Elsevier
Landslides and flooding are two of the most common hazards associated with heavy rainfall.
Most studies, however, tackle the occurrence of these hazards separately or independently …

pyBadlands: A framework to simulate sediment transport, landscape dynamics and basin stratigraphic evolution through space and time

T Salles, X Ding, G Brocard - PloS one, 2018 - journals.plos.org
Understanding Earth surface responses in terms of sediment dynamics to climatic variability
and tectonics forcing is hindered by limited ability of current models to simulate long-term …

On the main components of landscape evolution modelling of river systems

M Nones - Acta Geophysica, 2020 - Springer
Currently, the use of numerical models for reproducing the evolution of river systems and
landscapes is part of the day-by-day research activities of fluvial engineers and …

[HTML][HTML] Optimisation of the two-dimensional hydraulic model LISFOOD-FP for CPU architecture

J Neal, T Dunne, C Sampson, A Smith… - Environmental modelling & …, 2018 - Elsevier
Flood inundation models are increasingly used for a wide variety of river and coastal
management applications. Nevertheless, the computational effort to run these models …

The impact of extreme rainstorms on escarpment morphology in arid areas: Insights from the central Negev Desert

Y Shmilovitz, F Marra, Y Enzel, E Morin… - Journal of …, 2023 - Wiley Online Library
The impact of climate on topography, which is a theme in landscape evolution studies, has
been demonstrated, mostly, at mountain range scales and across climate zones. However …