Modelling how deforestation responds to environmental policy implementation has thus become a policy relevant scientific undertaking. However, empirical parameterization of land-use/cover change (LUCC) models is challenging due to the high complexity and uncertainty of land-use decisions. Bayesian Network ...
The initial and boundary conditions of meteorological parameters were generated from the National Center for Environmental Prediction (NCEP) Final Analysis (FNL) data, with a horizontal resolution of 1° × 1° and a temporal resolution of 6 h. Table 1. Physics parameterization options used in ...
The maps were obtained from 57,267 globally distributed vertical soil profiles using the PRODA approach with the microbial model (seeMethodsfor details).a–h, Global distributions of SOC stock (a), microbial CUE (b), non-microbial carbon transfer (c), plant carbon inputs (d), carbon input ...
A commonly used modelling approach is based on the assessment of land cover probabilities by means of logistic regression equations. In most cases, however, the error involved in the parameterization of logistic regression equations is not known. In this article, the sensitivity of logistic ...
The overparameterization of LLMs presents a significant challenge: they tend to memorize extensive amounts of training data. This becomes particularly problematic in RAG scenarios when the context conflicts with this "implicit" knowledge. However, the situation escalates further when...
except near the bin of 0 mm/day. This suggests that extreme events may become more frequent due to a probability shift toward both wet and dry extremes. However, differences in the parameterization of C4 grasses between CESM2 and CESM1 likely contribute to the results near the bin of 0...
The originality of this work is the use of a ternary interaction parameter (TIP) that is introduced within the Bjerrum length (Eq. 15). 2.5. Parameterization method for the mixed solvent systems The solvent parameters of the ePPC-SAFT model were obtained from previous works by Yang et al. ...
These effects of biodiversity on energy dynamics were not restricted to only plants but were also expressed by other trophic groups and, to a similar degree, in aboveground and belowground parts of the ecosystem, even though plants are by far the dominating group in the system. The positive ...
Senay GB, Bohms S, Singh RK, Gowda PH, Velpuri NM, Alemu H, Verdin JP (2013) Operational evapotranspiration mapping using remote sensing and weather datasets: a new parameterization for the SSEB approach. JAWRA J Am Water Resour Assoc 49(3):577–591 Article Google Scholar Senay GB, Sch...
Until today, the process parameters are often still determined manually [63], and costly FEM simulations are used to support the parameterization. The calculation time of such simulations ranges from minutes up to hours, which is far from real-time. This makes it inefficient to switch from one...