Stacking: A novel data-driven ensemble machine learning strategy for prediction and map** of Pb-Zn prospectivity in Varcheh district, west Iran
Various ensemble machine learning techniques have been widely studied and implemented
to construct the predictive models in different sciences, including bagging, boosting, and …
to construct the predictive models in different sciences, including bagging, boosting, and …
A data augmentation approach to XGboost-based mineral potential map**: an example of carbonate-hosted ZnPb mineral systems of Western Iran
M Parsa - Journal of Geochemical Exploration, 2021 - Elsevier
This study intends to showcase the application of Extreme Gradient boosting (XGboost), a
state-of-the-art ensemble-learning technique, for district-scale mineral potential map** …
state-of-the-art ensemble-learning technique, for district-scale mineral potential map** …
Comments on “Dehydration of hot oceanic slab at depth 30–50 km: Key to formation of Irankuh-Emarat Pb-Zn MVT belt, Central Iran” by Mohammad Hassan …
Abstract The Malayer-Esfahan Metallogenic belt (MEMB), in the southwestern Iran, contains
numerous different types of the sediment-hosted Zn-Pb (±Ba±Ag), volcanic-sediment hosted …
numerous different types of the sediment-hosted Zn-Pb (±Ba±Ag), volcanic-sediment hosted …
[HTML][HTML] Constraints on Metallogenic Temperature and Mineralization Style from Reflection Color of Sphalerite
X Lai, C Chen, Y Yang, S Liu, Y Li, J Wang, Z Song… - Ore Geology …, 2023 - Elsevier
The relationship between the color of sphalerite and trace elements has aroused the interest
of researchers since a long time, but most of the study is still in the qualitative stage. In this …
of researchers since a long time, but most of the study is still in the qualitative stage. In this …
Tectonic-controlled sediment-hosted fluorite-barite deposits of the central Alpine-Himalayan segment, Komsheche, NE Isfahan, Central Iran
Abstract The Triassic carbonate-hosted Komsheche deposit of Central Iran, in the central
segment of the Alpine-Himalayan orogen, is an ideal test site for tectonic-controlled ore …
segment of the Alpine-Himalayan orogen, is an ideal test site for tectonic-controlled ore …
Barite replacement as a key factor in the genesis of sediment-hosted Zn-Pb±Ba and barite-sulfide deposits: Ore fluids and isotope (S and Sr) signatures from sediment …
Iran hosts more than 350 Precambrian to Cenozoic sediment-hosted Zn-Pb±Ba and barite-
sulfide deposits, including shale-hosted massive sulfide (SHMS, also called SEDEX) and …
sulfide deposits, including shale-hosted massive sulfide (SHMS, also called SEDEX) and …
Detection of multivariate geochemical anomalies using machine learning (ML) algorithms in Dehaq Pb-Zn mineralization, Sanandaj-Sirjan zone, Isfahan, Iran
The identification of geochemical anomalies is of great importance in mineral exploration as
it plays a crucial role in the comprehensive exploration process. Big data analytics that …
it plays a crucial role in the comprehensive exploration process. Big data analytics that …
An introduction to Irish-type Zn-Pb deposits in early Cretaceous carbonate rocks of Iran
Early Cretaceous carbonates are the most common host rocks for Irish-type deposits in Iran.
They are largely concentrated in the Malayer-Esfahan metallogenic belt (MEMB) in …
They are largely concentrated in the Malayer-Esfahan metallogenic belt (MEMB) in …
Multi-dataset analysis to assess mineral potential of MVT-type zinc-lead deposits in Malayer-Isfahan metallogenic belt, Iran
H Hosseini-Dinani, M Yazdi - Arabian Journal of Geosciences, 2021 - Springer
Abstract The Malayer-Isfahan metallogenic belt (MIMB) is located in the Sanandaj-Sirjan
zone. The belt hosts the important Zn-Pb deposits of Iran which are predominantly hosted by …
zone. The belt hosts the important Zn-Pb deposits of Iran which are predominantly hosted by …
Mineral textures, mineral chemistry and S isotopes of sulphides from the Tianbaoshan Pb–Zn–Cu deposit in the Sichuan–Yunnan–Guizhou triangle: implications for …
YL Yang, CH Chen, SP Qin, Y Tang, WQ Guo… - Geological …, 2023 - cambridge.org
The carbonate-hosted Pb–Zn deposits in the Sichuan–Yunnan–Guizhou (SYG) triangle
region are important Indosinian deposits in South China. The Tianbaoshan deposit is a …
region are important Indosinian deposits in South China. The Tianbaoshan deposit is a …