Model averaging in ecology: A review of Bayesian, information‐theoretic, and tactical approaches for predictive inference

CF Dormann, JM Calabrese… - Ecological …, 2018 - Wiley Online Library
In ecology, the true causal structure for a given problem is often not known, and several
plausible models and thus model predictions exist. It has been claimed that using weighted …

Recent progress in tropical cyclone intensity forecasting at the National Hurricane Center

JP Cangialosi, E Blake, M DeMaria… - Weather and …, 2020 - journals.ametsoc.org
It has been well documented that the National Hurricane Center (NHC) has made significant
improvements in Atlantic basin tropical cyclone (TC) track forecasting during the past half …

Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States

EY Cramer, EL Ray, VK Lopez… - Proceedings of the …, 2022 - National Acad Sciences
Short-term probabilistic forecasts of the trajectory of the COVID-19 pandemic in the United
States have served as a visible and important communication channel between the scientific …

North Atlantic climate far more predictable than models imply

DM Smith, AA Scaife, R Eade, P Athanasiadis… - Nature, 2020 - nature.com
Quantifying signals and uncertainties in climate models is essential for the detection,
attribution, prediction and projection of climate change,–. Although inter-model agreement is …

Multi-model ensemble predictions of precipitation and temperature using machine learning algorithms

K Ahmed, DA Sachindra, S Shahid, Z Iqbal… - Atmospheric …, 2020 - Elsevier
Abstract Multi-Model Ensembles (MMEs) are often employed to reduce the uncertainties
related to GCM simulations/projections. The objective of this study was to evaluate the …

[PDF][PDF] 气候变化对我国水资源影响研究面临的机遇与挑战

夏军, 刘春蓁, 任国玉 - 地球科学进展, 2011 - researchgate.net
气候变化对水资源安全的影响是国际上普遍关心的全球性问题, 也是我国可持续发展面临的重大
战略问题. 在文献综述基础上, 总结提出气候变化与水循环是国际全球变化与水科学领域的重大 …

Selection of multi-model ensemble of general circulation models for the simulation of precipitation and maximum and minimum temperature based on spatial …

K Ahmed, DA Sachindra, S Shahid… - Hydrology and Earth …, 2019 - hess.copernicus.org
The climate modelling community has trialled a large number of metrics for evaluating the
temporal performance of general circulation models (GCMs), while very little attention has …

Generating ensemble streamflow forecasts: A review of methods and approaches over the past 40 years

M Troin, R Arsenault, AW Wood, F Brissette, JL Martel - 2021 - Wiley Online Library
Ensemble forecasting applied to the field of hydrology is currently an established area of
research embracing a broad spectrum of operational situations. This work catalogs the …

[HTML][HTML] The Subseasonal Experiment (SubX): A multimodel subseasonal prediction experiment

K Pegion, BP Kirtman, E Becker… - Bulletin of the …, 2019 - journals.ametsoc.org
The Subseasonal Experiment (SubX): A Multimodel Subseasonal Prediction Experiment in:
Bulletin of the American Meteorological Society Volume 100 Issue 10 (2019) Jump to …

Challenges in combining projections from multiple climate models

R Knutti, R Furrer, C Tebaldi, J Cermak… - Journal of …, 2010 - journals.ametsoc.org
Recent coordinated efforts, in which numerous general circulation climate models have
been run for a common set of experiments, have produced large datasets of projections of …