Xiang, Jie, Xiao, Keyan, Carranza, Emmanuel John M., Chen, Jianping, Li, Shi (2020) 3D Mineral Prospectivity Mapping with Random Forests: A Case Study of Tongling, Anhui, China. Natural Resources Research, 29 (1) 395-414 doi:10.1007/s11053-019-09578-2
Reference Type | Journal (article/letter/editorial) | ||
---|---|---|---|
Title | 3D Mineral Prospectivity Mapping with Random Forests: A Case Study of Tongling, Anhui, China | ||
Journal | Natural Resources Research | ||
Authors | Xiang, Jie | Author | |
Xiao, Keyan | Author | ||
Carranza, Emmanuel John M. | Author | ||
Chen, Jianping | Author | ||
Li, Shi | Author | ||
Year | 2020 (February) | Volume | 29 |
Page(s) | 395-414 | Issue | 1 |
Publisher | Springer Science and Business Media LLC | ||
DOI | doi:10.1007/s11053-019-09578-2Search in ResearchGate | ||
Mindat Ref. ID | 12915078 | Long-form Identifier | mindat:1:5:12915078:9 |
GUID | b586987c-2250-4132-b97e-2880e4f5d50c | ||
Full Reference | Xiang, Jie, Xiao, Keyan, Carranza, Emmanuel John M., Chen, Jianping, Li, Shi (2020) 3D Mineral Prospectivity Mapping with Random Forests: A Case Study of Tongling, Anhui, China. Natural Resources Research, 29 (1) 395-414 doi:10.1007/s11053-019-09578-2 | ||
Plain Text | Xiang, Jie, Xiao, Keyan, Carranza, Emmanuel John M., Chen, Jianping, Li, Shi (2020) 3D Mineral Prospectivity Mapping with Random Forests: A Case Study of Tongling, Anhui, China. Natural Resources Research, 29 (1) 395-414 doi:10.1007/s11053-019-09578-2 | ||
In | (2020, February) Natural Resources Research Vol. 29 (1) Springer Science and Business Media LLC |
References Listed
These are the references the publisher has listed as being connected to the article. Please check the article itself for the full list of references which may differ. Not all references are currently linkable within the Digital Library.
Agterberg, F. P., & Bonham-Carter, G. F. (1990). Deriving weights of evidence from geoscience contour maps for the prediction of discrete events. In Proceedings of the 22nd APCOM symposium, Berlin, Germany (Vol. 2, pp. 381â395). | |
Agterberg, F. P., Bonham-Carter, G. F., Cheng, Q., & Wright, D. F. (1993). Weights of evidence modeling and weighted logistic regression for mineral potential mapping. Computers in Geology,25, 13â32. | |
Not Yet Imported: Computer Applications in Resource Estimation - book-chapter : 10.1016/B978-0-08-037245-7.50006-8 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Bonham-Carter, G. F. (2014). Geographic information systems for geoscientists: Modelling with GIS (Vol. 13). Amsterdam: Elsevier. | |
Bonham-Carter, G. F., Agterberg, F. P., & Wright, D. F. (1989). Weights of evidence modelling: A new approach to mapping mineral potential. Statistical Applications in the Earth Sciences,89(9), 171â183. | |
Breiman, L. (1984). Classification and regression trees. London: Chapman & Hall/CRC. | |
Breiman, L. (1996). Bagging predictors. Machine Learning,24(2), 123â140. | |
Breiman, L., Friedman, J., Stone, C. J., & Olshen, R. A. (1984). Classification and regression trees. Boca Raton: CRC Press. | |
Not Yet Imported: Machine Learning - journal-article : 10.1023/A:1010933404324 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 54736 | |
Not Yet Imported: Biometrika - journal-article : 10.1093/biomet/75.1.11 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 9540 | |
Chang, Y. F., Liu, X. P., & Wu, Y.-C. (1991). The copperâiron belt of the lower and middle reaches of the Changjiang River (pp. 1â56). Beijing: Geological Publishing House. | |
Not Yet Imported: Earth Science Frontiers - journal-article : 10.1016/S1872-5791(07)60035-9 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 18894 | |
Chen, J. P., & Wang, C. (2012). Three-dimensional metallogenic prediction in Yongmei Region based on digital ore deposit model. Scientific and Technological Management of Land and Resources,29, 14â20. | |
Cheng, Q. (2016). Fractal density and singularity analysis of heat flow over ocean ridges. Scientific Reports, 6(1). | |
Not Yet Imported: - report : 10.4095/103392 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: Pattern Recognition Letters - journal-article : 10.1016/j.patrec.2005.08.011 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 62352 | |
Not Yet Imported: The American Statistician - journal-article : 10.1198/tast.2009.08199 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 78015 | |
Harris, D. P. (1968). Alaskaâs base and precious metalsâ resources: A probabilistic regional appraisal. University Park: Pennsylvania State University, College of Earth and Mineral Sciences. | |
Not Yet Imported: Political Analysis - journal-article : 10.1093/oxfordjournals.pan.a004868 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 64131 | |
Li, W. (1989). On the Yangtze type copper ore deposits and their origin. Bulletin of the Nanjing Institute Geology and Mineral Resources, Chinese Academy Geological Sciences,10(2), 1â14. | |
Li, Xiaohui, Yuan, Feng, Zhang, Mingming, Jia, Cai, Jowitt, Simon M., Ord, Alison, Zheng, Tongke, Hu, Xunyu, Li, Yang (2015) Three-dimensional mineral prospectivity modeling for targeting of concealed mineralization within the Zhonggu iron orefield, Ningwu Basin, China. Ore Geology Reviews, 71. 633-654 doi:10.1016/j.oregeorev.2015.06.001 | |
Li, Xiaohui, Yuan, Feng, Zhang, Mingming, Jowitt, Simon M., Ord, Alison, Zhou, Taofa, Dai, Wenqiang (2019) 3D computational simulation-based mineral prospectivity modeling for exploration for concealed FeâCu skarn-type mineralization within the Yueshan orefield, Anqing district, Anhui Province, China. Ore Geology Reviews, 105. 1-17 doi:10.1016/j.oregeorev.2018.12.003 | |
Liaw, A., & Wiener, M. (2002). Classification and regression by randomforest. R News,2, 18â22. | |
Not Yet Imported: Photogrammetric Engineering & Remote Sensing - journal-article : 10.14358/PERS.74.10.1201 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Liu, Peng, Mao, Jingwen, Yao, Wei, Wang, Xiaoxia, Jia, Lihui, Yang, Hanwen (2017) Petrogenesis of the mafic microgranular enclaves (MMEs) and their host granodiorites from the Zijinshan intrusion along the Middle-Lower Yangtze River Valley: Implications for geodynamic setting and mineralization. Lithos, 288. 1-19 doi:10.1016/j.lithos.2017.07.010 | |
Mao, Jingwen, Xie, Guiqing, Duan, Chao, Pirajno, Franco, Ishiyama, Dazio, Chen, Yuchuan (2011) A tectono-genetic model for porphyryâskarnâstratabound CuâAuâMoâFe and magnetiteâapatite deposits along the MiddleâLower Yangtze River Valley, Eastern China. Ore Geology Reviews, 43 (1) 294-314 doi:10.1016/j.oregeorev.2011.07.010 | |
McKay, G., Harris, J. R. (2016) Comparison of the Data-Driven Random Forests Model and a Knowledge-Driven Method for Mineral Prospectivity Mapping: A Case Study for Gold Deposits Around the Huritz Group and Nueltin Suite, Nunavut, Canada. Natural Resources Research, 25 (2) 125-143 doi:10.1007/s11053-015-9274-z | |
Not Yet Imported: IEEE Transactions on Medical Imaging - journal-article : 10.1109/TMI.1983.4307610 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 28513 | |
Quinlan, J. R. (1993). C4.5: Programs for machine learning. San Mateo, CA: Morgan Kaufmann. | |
Rodriguez-Galiano, V., Sanchez-Castillo, M., Chica-Olmo, M., Chica-Rivas, M. (2015) Machine learning predictive models for mineral prospectivity: An evaluation of neural networks, random forest, regression trees and support vector machines. Ore Geology Reviews, 71. 804-818 doi:10.1016/j.oregeorev.2015.01.001 | |
Rodriguez-Galiano, V.F., Chica-Olmo, M., Chica-Rivas, M. (2014) Predictive modelling of gold potential with the integration of multisource information based on random forest: a case study on the Rodalquilar area, Southern Spain. International Journal of Geographical Information Science, 28 (7). 1336-1354 doi:10.1080/13658816.2014.885527 | |
Not Yet Imported: Biometrika - journal-article : 10.1093/biomet/80.2.339 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 9540 | |
Story, M., & Congalton, R. G. (1986). Remote sensing brief accuracy assessment: A userâs perspective. Photogrammetric Engineering and Remote Sensing,52(3), 397â399. | |
Wang, Gongwen, Zhu, Yanyan, Zhang, Shouting, Yan, Changhai, Song, Yaowu, Ma, Zhenbo, Hong, Dongming, Chen, Tianzhen (2012) 3D geological modeling based on gravitational and magnetic data inversion in the Luanchuan ore region, Henan Province, China. Journal of Applied Geophysics, 80. 1-11 doi:10.1016/j.jappgeo.2012.01.006 | |
Wang, J., Zuo, R., & Xiong, Y. (2019). Mapping mineral prospectivity via semi-supervised random forest. Natural Resources Research, 1â14 (accepted). | |
Xu, X., Fan, Z., He, J., Liu, X., Liu, X., Xie, Q., et al. (2014). Metallogenic model for the copper-gold-polymetallic deposits in Shizishan ore-field, Tongling, Anhui Province. Acta Petrologica Sinica,30(4), 1054â1074. | |
Yuan, Feng, Li, Xiaohui, Zhang, Mingming, Jowitt, Simon M., Jia, Cai, Zheng, Tongke, Zhou, Taofa (2014) Three-dimensional weights of evidence-based prospectivity modeling: A case study of the Baixiangshan mining area, Ningwu Basin, Middle and Lower Yangtze Metallogenic Belt, China. Journal of Geochemical Exploration, 145. 82-97 doi:10.1016/j.gexplo.2014.05.012 | |
Yusheng, Z., Shuzhen, Y., Xinduo, L., Fuquan, J., Xunruo, Z., Tianfeng, W., et al. (1992). Metallogenic regularity of iron and copper deposits in the Middle and Lower Valley of the Yangtze River. Mineral Deposits,11(1), 1â12. | |
Zhai, Y. S., Yao, S. Z., Lin, X. D., Zhou, X. N., Wan, T. F., Jin, F. Q., et al. (1992). FeâCuâAu Metallogeny of the Middle-Lower Changjiang Region (p. 235). Beijing: Geological. | |
Zhang, ZhenJie, Zuo, RenGuang, Xiong, YiHui (2016) A comparative study of fuzzy weights of evidence and random forests for mapping mineral prospectivity for skarn-type Fe deposits in the southwestern Fujian metallogenic belt, China. Science China Earth Sciences, 59 (3) 556-572 doi:10.1007/s11430-015-5178-3 | |
Zhao, P., Chen, J., & Zhang, S. (2003). The new development of âthree componentsâ quantitative mineral prediction. Earth Science Frontiers,10(2), 455â464. | |
Zhou, T. F., Wang, S. W., Yuan, F., Fan, Y., Zhang, D. Y., Chang, Y. F., et al. (2016). Magmatism and related mineralization of the intracontinental porphyry deposits in the Middle-Lower Yangtze River Valley Metallogenic Belt. Yanshi Xuebao/Acta Petrologica Sinica,32(2), 271â288. | |
See Also
These are possibly similar items as determined by title/reference text matching only.