[HTML][HTML] North American extreme precipitation events and related large-scale meteorological patterns: a review of statistical methods, dynamics, modeling, and trends
This paper surveys the current state of knowledge regarding large-scale meteorological
patterns (LSMPs) associated with short-duration (less than 1 week) extreme precipitation …
patterns (LSMPs) associated with short-duration (less than 1 week) extreme precipitation …
Efficient statistical approach to develop intensity-duration-frequency curves for precipitation and runoff under future climate
JB Butcher, T Zi, BR Pickard, SC Job, TE Johnson… - Climatic Change, 2021 - Springer
Ongoing and potential future changes in precipitation will affect water management
infrastructure. Urban drainage systems are particularly vulnerable. Design standards for …
infrastructure. Urban drainage systems are particularly vulnerable. Design standards for …
Sequence-based statistical downscaling and its application to hydrologic simulations based on machine learning and big data
In this study, a recurrent neural network (RNN) was used to perform statistical downscaling,
and its advantages were showed compared to the traditional artificial neural network (ANN) …
and its advantages were showed compared to the traditional artificial neural network (ANN) …
[HTML][HTML] High resolution climate change projections for the Pyrenees region
MP Amblar-Francés, P Ramos-Calzado… - Advances in Science …, 2020 - asr.copernicus.org
The Pyrenees, located in the transition zone of Atlantic and Mediterranean climates,
constitute a paradigmatic example of mountains undergoing rapid changes in environmental …
constitute a paradigmatic example of mountains undergoing rapid changes in environmental …
New York City panel on climate change 2019 report chapter 2: New methods for assessing extreme temperatures, heavy downpours, and drought
This New York City Panel on Climate Change (NPCC3) chapter builds on the projections
developed by the second New York City Panel on Climate Change (NPCC2)(Horton et al …
developed by the second New York City Panel on Climate Change (NPCC2)(Horton et al …
[HTML][HTML] High-resolution climate projections for a densely populated Mediterranean region
The present study projected future climate change for the densely populated Central North
region of Egypt (CNE) for two representative concentration pathways (RCPs) and two futures …
region of Egypt (CNE) for two representative concentration pathways (RCPs) and two futures …
[HTML][HTML] Potential predictability of regional precipitation and discharge extremes using synoptic-scale climate information via machine learning: An evaluation for the …
Current generation general circulation models (GCMs) simulate synoptic-scale climate state
variables such as geopotential heights, specific humidity, and integrated vapor transport …
variables such as geopotential heights, specific humidity, and integrated vapor transport …
[HTML][HTML] A comparison between analog ensemble and convolutional neural network empirical-statistical downscaling techniques for reconstructing high-resolution …
CM Rozoff, S Alessandrini - Energies, 2022 - mdpi.com
Empirical-statistical downscaling (ESD) can be a computationally advantageous alternative
to dynamical downscaling in representing a high-resolution regional climate. Two distinct …
to dynamical downscaling in representing a high-resolution regional climate. Two distinct …
Spatial analysis of future climate risk to stormwater infrastructure
JB Butcher, S Sarkar, TE Johnson… - JAWRA Journal of the …, 2023 - Wiley Online Library
Climate change is expected to result in more intense precipitation events that will affect the
performance and design requirements of stormwater infrastructure. Such changes will vary …
performance and design requirements of stormwater infrastructure. Such changes will vary …
Embedding climate change in urban planning and urban design in New York City
Confronting the challenges of a rapidly urbanizing world threatened by climate change
requires expanding the traditional influence and capabilities of urban planning and urban …
requires expanding the traditional influence and capabilities of urban planning and urban …