Search Results

• • 4 

    Academic Journals

  • Sort by: sorttype.publication.date.desc Newest sorttype.publication.date.asc Oldest sorttype.relevance Relevance

• Effects of dimensionality on the performance of hydrodynamic models for stratified lakes and reservoirs.

  Authors:Mayra Ishikawa, Wendy Gonzalez, Orides Golyjeswski, Gabriela Sales, J. Andreza Rigotti, Tobias Bleninger, et al.From:Geoscientific Model Development (Vol. 15, Issue 5) Peer-Reviewed

  Mar. 16, 2022310 words Brief article Numerical models are an important tool for simulating temperature, hydrodynamics, and water quality in lakes and reservoirs. Existing models differ in dimensionality by considering spatial variations of simulated...

• Towards physics-inspired data-driven weather forecasting: integrating data assimilation with a deep spatial-transformer-based U-NET in a case study with ERA5.

  Authors:Ashesh Chattopadhyay, Mustafa Mustafa, Pedram Hassanzadeh, Eviatar Bach, and Karthik KashinathFrom:Geoscientific Model Development (Vol. 15, Issue 5) Peer-Reviewed

  Mar. 16, 2022349 words Case study, Brief ar... There is growing interest in data-driven weather prediction (DDWP), e.g., using convolutional neural networks such as U-NET that are trained on data from models or reanalysis. Here, we propose three components, inspired...

• GOBLIN version 1.0: a land balance model to identify national agriculture and land use pathways to climate neutrality via backcasting.

  Authors:Colm Duffy, Remi Prudhomme, Brian Duffy, James Gibbons, Cathal O'Donoghue, Mary Ryan, et al.From:Geoscientific Model Development (Vol. 15, Issue 5) Peer-Reviewed

  Mar. 16, 2022420 words Article The Paris Agreement commits 197 countries to achieve climate stabilisation at a global average surface temperature less than 2 .sup." C above pre-industrial times using nationally determined contributions (NDCs) to...

• Effects of forcing differences and initial conditions on inter-model agreement in the VolMIP volc-pinatubo-full experiment.

  Authors:Davide Zanchettin, Claudia Timmreck, Myriam Khodri, Anja Schmidt, Matthew Toohey, Manabu Abe, et al.From:Geoscientific Model Development (Vol. 15, Issue 5) Peer-Reviewed

  Mar. 16, 2022344 words Brief article This paper provides initial results from a multi-model ensemble analysis based on the volc-pinatubo-full experiment performed within the Model Intercomparison Project on the climatic response to Volcanic forcing (VolMIP)...