Articles | Volume 14, issue 11
https://doi.org/10.5194/gmd-14-6711-2021
https://doi.org/10.5194/gmd-14-6711-2021
Development and technical paper
 | 
04 Nov 2021
Development and technical paper |  | 04 Nov 2021

dh2loop 1.0: an open-source Python library for automated processing and classification of geological logs

Ranee Joshi, Kavitha Madaiah, Mark Jessell, Mark Lindsay, and Guillaume Pirot

Related authors

loopUI-0.1: indicators to support needs and practices in 3D geological modelling uncertainty quantification
Guillaume Pirot, Ranee Joshi, Jérémie Giraud, Mark Douglas Lindsay, and Mark Walter Jessell
Geosci. Model Dev., 15, 4689–4708, https://doi.org/10.5194/gmd-15-4689-2022,https://doi.org/10.5194/gmd-15-4689-2022, 2022
Short summary
Automated geological map deconstruction for 3D model construction using map2loop 1.0 and map2model 1.0
Mark Jessell, Vitaliy Ogarko, Yohan de Rose, Mark Lindsay, Ranee Joshi, Agnieszka Piechocka, Lachlan Grose, Miguel de la Varga, Laurent Ailleres, and Guillaume Pirot
Geosci. Model Dev., 14, 5063–5092, https://doi.org/10.5194/gmd-14-5063-2021,https://doi.org/10.5194/gmd-14-5063-2021, 2021
Short summary

Related subject area

Earth and space science informatics
Random forests with spatial proxies for environmental modelling: opportunities and pitfalls
Carles Milà, Marvin Ludwig, Edzer Pebesma, Cathryn Tonne, and Hanna Meyer
Geosci. Model Dev., 17, 6007–6033, https://doi.org/10.5194/gmd-17-6007-2024,https://doi.org/10.5194/gmd-17-6007-2024, 2024
Short summary
An improved global pressure and zenith wet delay model with optimized vertical correction considering the spatiotemporal variability in multiple height-scale factors
Chunhua Jiang, Xiang Gao, Huizhong Zhu, Shuaimin Wang, Sixuan Liu, Shaoni Chen, and Guangsheng Liu
Geosci. Model Dev., 17, 5939–5959, https://doi.org/10.5194/gmd-17-5939-2024,https://doi.org/10.5194/gmd-17-5939-2024, 2024
Short summary
kNNDM CV: k-fold nearest-neighbour distance matching cross-validation for map accuracy estimation
Jan Linnenbrink, Carles Milà, Marvin Ludwig, and Hanna Meyer
Geosci. Model Dev., 17, 5897–5912, https://doi.org/10.5194/gmd-17-5897-2024,https://doi.org/10.5194/gmd-17-5897-2024, 2024
Short summary
GNNWR: An Open-Source Package of Spatiotemporal Intelligent Regression Methods for Modeling Spatial and Temporal Non-Stationarity
Ziyu Yin, Jiale Ding, Yi Liu, Ruoxu Wang, Yige Wang, Yijun Chen, Jin Qi, Sensen Wu, and Zhenhong Du
Geosci. Model Dev. Discuss., https://doi.org/10.5194/gmd-2024-62,https://doi.org/10.5194/gmd-2024-62, 2024
Revised manuscript accepted for GMD
Short summary
Accelerating Lagrangian transport simulations on graphics processing units: performance optimizations of Massive-Parallel Trajectory Calculations (MPTRAC) v2.6
Lars Hoffmann, Kaveh Haghighi Mood, Andreas Herten, Markus Hrywniak, Jiri Kraus, Jan Clemens, and Mingzhao Liu
Geosci. Model Dev., 17, 4077–4094, https://doi.org/10.5194/gmd-17-4077-2024,https://doi.org/10.5194/gmd-17-4077-2024, 2024
Short summary

Cited articles

Ailleres, L., Jessell, M., de Kemp, E., Caumon, G., Wellmann, F., Grose, L., Armit, R., Lindsay, M., Giraud, J., Brodaric, B., Harrison, M., and Courrioux, G.: Loop – Enabling 3D stochastic geological modelling, ASEG Extended Abstracts, 2019, 1–3, https://doi.org/10.1080/22020586.2019.12072955, 2019. 
Anand, R. R. and Butt, C. R. M.: A guide for mineral exploration through the regolith in the Yilgarn Craton, Western Australia, Aust. J. Earth Sci., 57, 1015–1114, https://doi.org/10.1080/08120099.2010.522823, 2010. 
Arabjamaloei, R., Edalatkha, S., Jamshidi, E., Nabaei, M., Beidokhti, M., and Azad, M.: Exact Lithologic Boundary Detection Based on Wavelet Transform Analysis and Real-Time Investigation of Facies Discontinuities Using Drilling Data, Pet. Sci. Technol., 29, 569–578, https://doi.org/10.1080/10916460903419206, 2011. 
Barley, M. E., Brown, S. J. A., Krapez, B., and Kositcin, N.: Physical volcanology and geochemistry of a Late Archaean volcanic arc: Kurnalpi and Gindalbie Terranes, Eastern Goldfields Superterrane, Western Australia, Precambrian Res., 161, 53–76, https://doi.org/10.1016/j.precamres.2007.06.019, 2008. 
Chace, F. M.: Abbreviations in field and mine geological mapping, Econ. Geol., 51, 712–723, 1956. 
Download
Short summary
We have developed a software that allows the user to extract and standardize drill hole information from legacy datasets and/or different drilling campaigns. It also provides functionality to upscale the lithological information. These functionalities were possible by developing thesauri to identify and group geological terminologies together.