Methods for assessment of models
09 Sep 2024
Similarity-Based Analysis of Atmospheric Organic Compounds for Machine Learning Applications
External preprint server,
2024Preprint under review for GMD (discussion: open, 0 comments)
09 Sep 2024
The ESGF Virtual Aggregation (CMIP6 v20240125)
Geosci. Model Dev. Discuss.,
2024Preprint under review for GMD (discussion: open, 0 comments)
04 Sep 2024
Cell tracking -based framework for assessing nowcasting model skill in reproducing growth and decay of convective rainfall
Geosci. Model Dev. Discuss.,
2024Preprint under review for GMD (discussion: open, 0 comments)
30 Aug 2024
ClimKern v1.1.2: a new Python package and kernel repository for calculating radiative feedbacks
EGUsphere,
2024Preprint under review for GMD (discussion: open, 0 comments)
27 Aug 2024
Tuning parameters of a sea ice model using machine learning
EGUsphere,
2024Preprint under review for GMD (discussion: open, 0 comments)
22 Aug 2024
Baseline Climate Variables for Earth System Modelling
EGUsphere,
2024Preprint under review for GMD (discussion: open, 4 comments)
20 Aug 2024
Evaluation of atmospheric rivers in reanalyses and climate models in a new metrics framework
Geosci. Model Dev. Discuss.,
2024Preprint under review for GMD (discussion: open, 2 comments)
19 Aug 2024
Objective identification of meteorological fronts and climatologies from ERA-Interim and ERA5
Geosci. Model Dev., 17, 6137–6151,
2024 15 Aug 2024
TAMS: a tracking, classifying, and variable-assigning algorithm for mesoscale convective systems in simulated and satellite-derived datasets
Geosci. Model Dev., 17, 6035–6049,
2024 07 Aug 2024
kNNDM CV: k-fold nearest-neighbour distance matching cross-validation for map accuracy estimation
Geosci. Model Dev., 17, 5897–5912,
2024 01 Aug 2024
Exploring the potential of history matching for land surface model calibration
Geosci. Model Dev., 17, 5779–5801,
2024 29 Jul 2024
A Novel Model Hierarchy Isolates the Effect of Temperature-dependent Cloud Optics on Infrared Radiation
EGUsphere,
2024Preprint under review for GMD (discussion: open, 0 comments)
25 Jul 2024
Implementation of implicit filter for spatial spectra extraction
EGUsphere,
2024Preprint under review for GMD (discussion: open, 0 comments)
24 Jul 2024
Reduced floating-point precision in regional climate simulations: an ensemble-based statistical verification
Geosci. Model Dev., 17, 5573–5586,
2024 08 Jul 2024
Merged Observatory Data Files (MODFs): an integrated observational data product supporting process-oriented investigations and diagnostics
Geosci. Model Dev., 17, 5225–5247,
2024 08 Jul 2024
Clustering simulated snow profiles to form avalanche forecast regions
EGUsphere,
2024Preprint under review for GMD (discussion: final response, 6 comments)
26 Jun 2024
Can TROPOMI NO2 satellite data be used to track the drop in and resurgence of NOx emissions in Germany between 2019–2021 using the multi-source plume method (MSPM)?
Geosci. Model Dev., 17, 4983–5007,
2024 26 Jun 2024
Monitoring and benchmarking Earth system model simulations with ESMValTool v2.12.0
EGUsphere,
2024Preprint under review for GMD (discussion: final response, 2 comments)
26 Jun 2024
Reconciling Surface Deflections From Simulations of Global Mantle Convection
EGUsphere,
2024Preprint under review for GMD (discussion: open, 5 comments)
19 Jun 2024
Assessing effects of climate and technology uncertainties in large natural resource allocation problems
Geosci. Model Dev., 17, 4791–4819,
2024 17 Jun 2024
Virtual Integration of Satellite and In-situ Observation Networks (VISION) v1.0: In-Situ Observations Simulator
Geosci. Model Dev. Discuss.,
2024Preprint under review for GMD (discussion: final response, 3 comments)
13 Jun 2024
Multivariate adjustment of drizzle bias using machine learning in European climate projections
Geosci. Model Dev., 17, 4689–4703,
2024 12 Jun 2024
StraitFlux – precise computations of water strait fluxes on various modeling grids
Geosci. Model Dev., 17, 4603–4620,
2024 10 Jun 2024
EvalHyd v0.1.2: a polyglot tool for the evaluation of deterministic and probabilistic streamflow predictions
Geosci. Model Dev., 17, 4561–4578,
2024 10 Jun 2024
A general comprehensive evaluation method for cross-scale precipitation forecasts
Geosci. Model Dev., 17, 4579–4601,
2024 05 Jun 2024
Evaluating downscaled products with expected hydroclimatic co-variances
EGUsphere,
2024Revised manuscript under review for GMD (discussion: final response, 4 comments)
05 Jun 2024
Remote sensing-based high-resolution mapping of the forest canopy height: some models are useful, but might they be even more if combined?
Geosci. Model Dev. Discuss.,
2024Preprint under review for GMD (discussion: final response, 3 comments)
23 May 2024
An objective identification technique for potential vorticity structures associated with African easterly waves
Geosci. Model Dev., 17, 4213–4228,
2024 22 May 2024
Assessment of surface ozone products from downscaled CAMS reanalysis and CAMS daily forecast using urban air quality monitoring stations in Iran
Geosci. Model Dev., 17, 4155–4179,
2024 22 May 2024
Consistency-Checking 3D Geological Models
EGUsphere,
2024Preprint under review for GMD (discussion: final response, 8 comments)
14 May 2024
Explaining neural networks for detection of tropical cyclones and atmospheric rivers in gridded atmospheric simulation data
Geosci. Model Dev. Discuss.,
2024Preprint under review for GMD (discussion: final response, 4 comments)
14 May 2024
Selecting CMIP6 GCMs for CORDEX Dynamical Downscaling over Southeast Asia Using a Standardised Benchmarking Framework
Geosci. Model Dev. Discuss.,
2024Revised manuscript accepted for GMD (discussion: closed, 6 comments)
29 Apr 2024
Bergen metrics: composite error metrics for assessing performance of climate models using EURO-CORDEX simulations
Geosci. Model Dev., 17, 3321–3339,
2024 26 Apr 2024
pathways-ensemble-analysis v1.0.0: an open-source library for systematic and robust analysis of pathways ensembles
EGUsphere,
2024Preprint under review for GMD (discussion: final response, 2 comments)
25 Apr 2024
biospheremetrics v1.0.2: an R package to calculate two complementary terrestrial biosphere integrity indicators – human colonization of the biosphere (BioCol) and risk of ecosystem destabilization (EcoRisk)
Geosci. Model Dev., 17, 3235–3258,
2024 22 Apr 2024
Using a data-driven statistical model to better evaluate surface turbulent heat fluxes in weather and climate numerical models: a demonstration study
EGUsphere,
2024Preprint under review for GMD (discussion: final response, 5 comments)
19 Apr 2024
The computational and energy cost of simulation and storage for climate science: lessons from CMIP6
Geosci. Model Dev., 17, 3081–3098,
2024 18 Apr 2024
ML-AMPSIT: Machine Learning-based Automated Multi-method Parameter Sensitivity and Importance analysis Tool
Geosci. Model Dev. Discuss.,
2024Revised manuscript under review for GMD (discussion: final response, 9 comments)
12 Apr 2024
Inferring the tree regeneration niche from inventory data using a dynamic forest model
Geosci. Model Dev., 17, 2727–2753,
2024 11 Apr 2024
A machine learning approach for evaluating Southern Ocean cloud radiative biases in a global atmosphere model
Geosci. Model Dev., 17, 2641–2662,
2024 25 Mar 2024
MEXPLORER 1.0.0 – a mechanism explorer for analysis and visualization of chemical reaction pathways based on graph theory
Geosci. Model Dev., 17, 2419–2425,
2024 25 Mar 2024
Source specific bias correction of US background ozone modeled in CMAQ
EGUsphere,
2024Preprint under review for GMD (discussion: final response, 3 comments)
13 Mar 2024
Impacts of land-use change on biospheric carbon: an oriented benchmark using ORCHIDEE land surface model
Geosci. Model Dev. Discuss.,
2024Revised manuscript accepted for GMD (discussion: closed, 3 comments)