2.2. The Data-Driven Agent-Based Modeling In traditional simulation paradigms, the agent-based models usually use static data as inputs to predict system states in the future. In dynamic geospatial process modelling, as the static input data cannot capture the real-time environment changes in a ...
environments Article Modelling of Urban Near-Road Atmospheric PM Concentrations Using an Artificial Neural Network Approach with Acoustic Data Input Bastian Paas 1,2,3,*, Jonas Stienen 3,4, Michael Vorländer 3,4 and Christoph Schneider 2 1 Department of Geography, RWTH Aachen University, Wüll...
Geospatial scenario based modelling of urban and agricultural intrusions in Ramsar wetland Deepor Beel in Northeast India using a multi-layer perceptron neural network. Int. J. Appl. Earth Obs. Geoinf. 2014, 32, 92–104. [CrossRef] 32. Mas, J.-F.; Kolb, M.; Paegelow, M.; Camacho ...
From stand-alone programs towards grid-aware services and components: A case study in agricultural modelling with interpolated climate data. Environ. Model. Softw. 2003, 18, 379–391. [CrossRef] 7. Foster, I.; Iamnitchi, A. On death, taxes, and the convergence of peer-to-peer and grid...
Big data driven smart energy management: From big data to big insights. Renew. Sustain. Energy Rev. 2016, 56, 215–225. [CrossRef] 21. Panda, S.K.; Jagadev, A.K.; Mohanty, S.N. Forecasting Methods in Electric Power Sector. Int. J. Energy Optim. Eng. 2018, 7, 1–21. [Cross...
Further work indicated that tree species classification Forests 2016, 7, 122 3 of 16 aFotretshtse20in16d, i7v, 1id22ual tree crown level is driven by spectral values of individual pixels rather th3aonf 1a6 LiDAR-derived canopy height model and structural metrics [37]. Moreover, the fusion...
sustainability Systematic Review Digital Bicycling Planning: A Systematic Literature Review of Data-Driven Approaches Parisa Zare 1,* , Christopher Pettit 1 , Simone Leao 1 and Ori Gudes 2 1 School of Arts, Design & Architecture, University of New South Wales, Sydney, NSW 2052, Australia 2 ...
These models require Energies 2020, 13, 2340 3 of 17 complex measurements of variables used for the description of elements of the models and references to produce a detailed physical modelling of these. Vepsäläinen et al. [13,14] propose a surrogate model which is a derivative of an ...