Calibrating spatiotemporal models of microbial communities to microscopy data: A review

A Yip, J Smith-Roberge, SH Khorasani… - PLOS Computational …, 2022 - journals.plos.org
Spatiotemporal models that account for heterogeneity within microbial communities rely on
single-cell data for calibration and validation. Such data, commonly collected via microscopy …

Integrating evolutionary, demographic and ecophysiological processes to predict the adaptive dynamics of forest tree populations under global change

S Oddou-Muratorio, H Davi, F Lefèvre - Tree Genetics & Genomes, 2020 - Springer
Three types of process-based models (PBMs) are traditionally used to predict the response
of forest tree populations to global change (GC):(i) ecophysiological models, which simulate …

Surrogate-based multi-objective optimization of management options for agricultural landscapes using artificial neural networks

TH Nguyen, D Nong, K Paustian - Ecological Modelling, 2019 - Elsevier
We demonstrate the use of a surrogate-based optimization framework for large-scale and
high-resolution landscape management optimization, using irrigated corn production …

An evapotranspiration model driven by remote sensing data for assessing groundwater resource in karst watershed

C Ollivier, A Olioso, SD Carrière, G Boulet… - Science of the Total …, 2021 - Elsevier
Aquifer recharge may depend mainly on the difference between precipitation and
evapotranspiration. Hydrological models used to estimate groundwater reserves use …

[HTML][HTML] A systematic assessment and reduction of parametric uncertainties for a distributed hydrological model

Y Gan, XZ Liang, Q Duan, A Ye, Z Di, Y Hong, J Li - Journal of hydrology, 2018 - Elsevier
Quantifying and reducing uncertainties in physics-based hydrological model parameters will
improve model reliability for hydrological forecasting. We present an uncertainty …

Metamodelling a 3D architectural root-system model to provide a simple model based on key processes and species functional groups

L Pagès, O Pointurier, D Moreau, AS Voisin, N Colbach - Plant and Soil, 2020 - Springer
Aims The architecture of root systems determines where and how much resources plants
can extract from the soil, how they compete for soil resources, and how they interact with soil …

Integrated Assessment of Agricultural Ecosystems Using Simulation-optimization and Machine Learning

TH Nguyen - 2018 - search.proquest.com
Agriculture provides many ecosystem services to human society but is also a major cause of
environmental degradation. The key challenge of modern agricultural production is to meet …