[HTML][HTML] North American extreme precipitation events and related large-scale meteorological patterns: a review of statistical methods, dynamics, modeling, and trends

M Barlow, WJ Gutowski, JR Gyakum, RW Katz, YK Lim… - Climate Dynamics, 2019 - Springer
This paper surveys the current state of knowledge regarding large-scale meteorological
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 …

Sequence-based statistical downscaling and its application to hydrologic simulations based on machine learning and big data

Q Wang, J Huang, R Liu, C Men, L Guo, Y Miao… - Journal of …, 2020 - Elsevier
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) …

[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 …

New York City panel on climate change 2019 report chapter 2: New methods for assessing extreme temperatures, heavy downpours, and drought

JE González, L Ortiz, BK Smith, N Devineni… - Annals of the New …, 2019 - ntrs.nasa.gov
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 …

[HTML][HTML] High-resolution climate projections for a densely populated Mediterranean region

MS Nashwan, S Shahid, ES Chung - Sustainability, 2020 - mdpi.com
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 …

[HTML][HTML] Potential predictability of regional precipitation and discharge extremes using synoptic-scale climate information via machine learning: An evaluation for the …

J Knighton, G Pleiss, E Carter, S Lyon… - Journal of …, 2019 - journals.ametsoc.org
Current generation general circulation models (GCMs) simulate synoptic-scale climate state
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 …

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 …

Embedding climate change in urban planning and urban design in New York City

J Raven, C Braneon, C Rosenzweig - Urban climate science for planning …, 2021 - Springer
Confronting the challenges of a rapidly urbanizing world threatened by climate change
requires expanding the traditional influence and capabilities of urban planning and urban …