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| 1 | A Monte Carlo-based framework for risk-return analysis in mineral prospectivity mapping显示文摘Quantification of a mineral prospectivity mapping(MPM)heavily relies on geological,geophysical and geochemical analysis,which combines various evidence layers into a single map.However,MPM is subject to considerable uncertainty due to lack of understanding of the metallogenesis and limited spatial data samples.In this paper,we provide a framework that addresses how uncertainty in the evidence layers can be quantified and how such uncertainty is propagated to the prediction of mineral potential.More specifically,we use Monte Carlo simulation to jointly quantify uncertainties on all uncertain evidence variables,categorized into geological,geochemical and geophysical.On stochastically simulated sets of the multiple input layers,logistic regression is employed to produce different quantifications of the mineral potential in terms of probability.Uncertainties we address lie in the downscaling of magnetic data to a scale that makes such data comparable with known mineral deposits.Additionally,we deal with the limited spatial sampling of geochemistry that leads to spatial uncertainty.Next,we deal with the conceptual geological uncertainty related to how the spatial extent of the influence of evidential geological features such as faults,granite intrusions and sedimentary formations.Finally,we provide a novel way to interpret the established uncertainty in a risk-return analysis to decide areas with high potential but at the same time low uncertainty on that potential.Our methods are illustrated and compared with traditional deterministic MPM on a real case study of prospecting skarn Fe deposition in southwestern Fujian,China. | Ziye Wang Zhen Yin Jef Caers Renguang Zuo | 2020 | Geoscience Frontiers2020，11，6： | 3 |
| 2 | Epidemiology and Treatment Costs of Bone Metastases from Lung Cancer: A French Prospective, Observational, Multicenter Study (GFPC 0601)显示文摘 | Chantal Decroisette Isabelle Monnet Henri Berard Gilles Quere Herve Le Caer Suzanna Bota Clarisse Audigier-Valette Laurence Geriniere Jean-Marc Vernejoux Christos Chouaid | 2011 | Journal of Thoracic Oncology2011，，3： | 2 |
| 3 | Galectin expression in canc- er diagnosis and prognosis: A systematic review 显示文摘 | Thijssen VL Heusschen R Caers J | 2015 | Biochim Biophys Acta2015，1855，2： | 1 |
| 4 | Conditional simulation with patterns显示文摘 | Arpat G B Caers J | 2007 | Mathematical Geology2007，39，2： | 1 |
| 5 | Synthesis of nanostructured materials by mechanical alloying显示文摘 | Matteazzi P Caer G L Mocellin A | 1997 | Ceramics International1997，23，1： | 1 |
| 6 | Laboratory determination of diffusion and distribution coefficients of contaminants using undisturbed clayey soil显示文摘 | Rowe R K Caers C J Barone F | 1988 | Canadian Geotechnical Journal1988，25，1： | 1 |
| 7 | Synthesis of nanocrystalline alumina-metal composites by room-temperature ball-milling of metal oxides and aluminum显示文摘 | Matteazzi P Caer G L | 1992 | Journal of the American Ceramic Society1992，75，10： | 1 |
| 8 | High-energy ball-milling of alloys and compounds 显示文摘 | Caer G L Delcroix P Begin-colin S | 2002 | Hyperfine Interactions2002，14，14： | 1 |
| 9 | Ponericins, new antibacterial and insecticidal peptides from the venom of the ant Pachycondyla goeldii显示文摘 | Orivel J Redeler V Le Caer JP | 2001 | J Biol Chem2001，276，17： | 1 |
| 10 | Automatic histogram and variogram reproduction in simulated annealing simulation显示文摘 | Caers J | 2001 | Mathematical Geology2001，33，2： | 1 |
| 11 | Incorporation of differ ent fatty acids,supplied as emulsions or liposomes,in the polar and neutral lipids of Crassostrea gigas spat显示文摘 | Caers M Coutteau P Sorgeloos P | 2000 | Aquaculture2000，186，： | 1 |
| 12 | Death of oligodendrocytes mediated by the interaction of nerve growth factor with its receptor p75 显示文摘 | Casaccia Bonnefil P Caer BD Dobrowsky RT | 1996 | Nature1996，383，： | 1 |
| 13 | S-adenosylmethion- ine decarboxylase of Bacillus subtilis is closely related to archaebacterial counterparts显示文摘 | SEKOWSKA A COPPEE J Y LE CAER J P | 2000 | Mol Microbiol2000，36，5： | 1 |
| 14 | Laboratory determination of diffusion and distribution coefficients of contaminants using undisturbed clayey soil显示文摘 | Rowe R K Caers C J Barone F | 1988 | Canadian Geotechnical Journal1988，25，1： | 1 |
| 15 | Laboratory determination of diffusion and distribution coefficients of contaminants using undisturbed clayey soil显示文摘 | ROWE R K CAERS C J BARONE F | 1988 | Canadian Geotechnical Journal1988，25，1： | 1 |
| 16 | Design andconstruction of the barrier system for the Hahon Landfill显示文摘 | Rowe R K Caers C J Reynolds G | 2000 | Canadian Geotechnieal Jourmal2000，37，3： | 1 |
| 17 | Influence of milling conditions on the FeAl intermetallic formation by mechanical alloying显示文摘 | Wolski K Le Caer G Delcroix P | 1996 | Materials Science & Engineering1996，207，1： | 1 |
| 18 | Ponericins, new antibacterial and insecticidal peptides from the venom of the ant Pachycondyla goeldii 显示文摘 | ORIVEL J REDEKER V LE CAER J P | 2001 | J Biol Chem2001，276，17： | 1 |
| 19 | Ponericins, new antibacterial and insecticidal peptides from the venom of the ant Pachycondyla goeldii 显示文摘 | Orivel J Redeker V Le Caer J P | 2001 | J Biol Chem2001，276，17： | 1 |
| 20 | Differing mechanisms of meiotic segregation in spermatozoa from three carriers of a pericen- tric inversion of chromosome 8 Original Research Article显示文摘 | Caer E Pert'in A Douet - Guilbert N | 2008 | Fertility and Sterility2008，6，89： | 1 |
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