[PDF] Top 20 A Time Monte Carlo method for addressing uncertainty in land-use change models
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A Time Monte Carlo method for addressing uncertainty in land-use change models
... A Time Monte Carlo method for addressing uncertainty in land-use change models Abstract: One of the main objectives of ... Voir le document complet
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Evolutionary Sequential Monte Carlo Samplers for Change-points Models
... document a generic SMC inference for Change-point models that can addi- tionally be updated through ...time. For example, in a model comparison context the standard ... Voir le document complet
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Historical CO2 emissions from land use and land cover change and their uncertainty
... Conclusions In spite of those caveats, this study has introduced an in- novative method to estimate historical LULCC emissions and LASC, whereby a bookkeeping approach, data from ... Voir le document complet
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Sequential Quasi Monte Carlo for Dirichlet Process Mixture Models
... QMC in statistics remains underexplored. In this note, we explore applications of SQMC to the field of Bayesian ...mixtures for density estimation. The method of nonparametric mixtures of ... Voir le document complet
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A new deviational Asymptotic Preserving Monte Carlo method for the homogeneous Boltzmann equation
... designed in such a way that the computa- tional cost is as low as ...possible. In this context, Monte Carlo methods have been the dominant approach to deal with rarefied gases starting ... Voir le document complet
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Current challenges of implementing anthropogenic land-use and land-cover change in models contributing to climate change assessments
... Recommendations for improving the current LULCC representation across models ...uncertainties in the harmonization The LUH (Hurtt et ...the land surface for the first time ... Voir le document complet
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Accurate determination of plutonium by Controlled Potential Coulometry: uncertainty evaluation by the Monte Carlo Method approach
... used for the determination of Pu with high levels of accuracy are Isotope Dilution Thermo-Ionization Mass Spectrometry (ID-TIMS), redox titrimetry, and Controlled-Potential Coulometry ...uses a spike of ... Voir le document complet
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Improving Cloud Simulation using the Monte-Carlo Method
... least a platform specification and an application ...divided in two categories. In the first category are the simulators dedicated to study the clouds from the provider point-of-view, whose purpose ... Voir le document complet
14
Bayesian inverse problems with Monte Carlo forward models
... of a posterior distribution that typically does not possess a standard ...form. In this context, Markov chain Monte Carlo (MCMC) methods are often ...of a computationally ... Voir le document complet
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Sensitivity of land use change emission estimates to historical land use and land cover mapping
... agriculture in the same terrestrial biosphere model. To do so, we combine the Land Use Harmonization historical ...data for the period 1500 –2005 with current and past land cover maps ... Voir le document complet
19
Bayesian conditional Monte Carlo Algorithm for nonlinear time-series state estimation
... Conditional Monte Carlo Algorithms for non linear time-series state estimation Yohan Petetin*, Franc¸ois Desbouvries, Senior Member, IEEE Abstract—Bayesian filtering aims at estimating ... Voir le document complet
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Comparing support vector machines with logistic regression for calibrating cellular automata land use change models
... 0 for i ¼ 1; ...is a slack variable representing the error in the classifica- ...it in a dual form derived by constructing a Lagrange function accord- ing to the ... Voir le document complet
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Estimation of the mean residence time in cells surrounded by semi-permeable membranes by a Monte Carlo method
... on a problem arising the diffusion Magnetic Resonance Imaging (dMRI), in which the mean square displacement of water submitted to a diffusive behavior is recorded through an image of contrast ... Voir le document complet
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Benefits of a multiple‐solution approach in land change models
... otherwise. In this case study, a 3 × 3 neighborhood window is used to represent neighborhood interactions (Equation ...picks a set of four parents and then selects the best two, according to the ... Voir le document complet
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Green technologies competition and uncertainty: a Monte Carlo analysis of optimal biofuels supply choices for France
... push for incorporation target, change in policy support, interact to form a complex policy/technology risk ...towards a low carbon transport system but the environmental and social ... Voir le document complet
9
Greenhouse gas mitigation options in Brazil for land-use change, livestock and agriculture
... except for dairy cattle where the value in- creases to 2 kg CH 4 head –1 yr –1 above ...that for Latin America almost all (99%) manure is left on pastures and rangeland for non- dairy ... Voir le document complet
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Monte Carlo Methods in Statistics
... widespread use of BUGS Lunn et ...of a random walk proposal q(y |x) being then a normal density centred in x) can be improved by ex- ploiting some features of the target as in Langevin ... Voir le document complet
5
Assessment of agricultural land-use change for helping sustainable land management and landscape development
... a INRA, UMR 1201 DYNAFOR, Castanet Tolosan, France; b INPT-ENSAT, UMR 1201 DYNAFOR, Castanet Tolosan, France - Jean-Philippe.choisis@toulouse.inra.fr Abstract: Agriculture is nowadays expected to adopt ... Voir le document complet
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A new Monte Carlo method for getting the density of states of atomic cluster systems
... PERSPECTIVES A novel method is described in the present paper, provid- ing the density of states of assemblies of several hundreds to several thousands of ...atoms. A local probing by a ... Voir le document complet
16
Land cover, land use, and climate change impacts on endemic cichlid habitats in Northern Tanzania
... increase in temperature of 2.5 ◦ C and precipitation decrease of 15 mm/yr for Lake Natron, ...mm/yr for Chemka Springs and +1.7 ◦ C and − 3.9 mm/yr for Lake ...imagery in the arid ... Voir le document complet
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