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Potential field data inversion

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Potential field data inversion is a geophysical technique used to interpret subsurface structures by analyzing gravitational or magnetic field data. It involves mathematical modeling to estimate the distribution of physical properties in the Earth, allowing for the reconstruction of geological features from observed potential field anomalies.
lightbulbAbout this topic
Potential field data inversion is a geophysical technique used to interpret subsurface structures by analyzing gravitational or magnetic field data. It involves mathematical modeling to estimate the distribution of physical properties in the Earth, allowing for the reconstruction of geological features from observed potential field anomalies.

Key research themes

1. How can modular and scalable inversion frameworks improve the computational efficiency and flexibility of 3D electromagnetic data inversion?

This research area focuses on the development of modular, reusable, and extensible computational frameworks for inversion of electromagnetic geophysical data. It highlights the benefits of fine-grained modularization, parallelization, and code reuse to enable flexible application to diverse EM data types and to facilitate rapid prototyping of new inversion algorithms. This is critical given the computational intensity and complexity of 3D EM inversion problems across different geophysical techniques.

Key finding: This paper presents ModEM, a Fortran 95 implementation of a modular EM inversion system that decomposes inversion components into interchangeable modules such as forward modeling, sensitivity computations, and inversion... Read more
Key finding: The study develops an efficient 2.5D inversion framework for loop-loop EM data based on localised non-linear Born approximations combined with parallel adaptive finite elements and spatially varying Lagrangian multipliers,... Read more
Key finding: Utilizing the MARE2DEM code, this study executed anisotropic 2.5D inversion of towed streamer EM data with parallel adaptive finite element methods and modified Occam inversion, demonstrating the feasibility of imaging... Read more
Key finding: The paper introduces a convolution-based conjugate gradient 3D inversion algorithm exploiting the convolutional and superposition properties of potential field data to compress the sensitivity matrix and reduce redundant... Read more

2. What novel parameterization and regularization strategies can enhance the stability and resolution of 2D/2.5D potential field data inversion?

This area investigates innovative parameterization techniques such as series expansions, constraint formulations based on known a priori information, and sparsity-promoting regularizations that improve both the numerical stability and physical plausibility of inverted potential field models. It addresses the challenges posed by non-uniqueness and underdetermination by reducing model dimensionality or enforcing physically meaningful constraints, thus enabling more accurate recovery of subsurface structures from gravity, self-potential, and resistivity data.

Key finding: This paper proposes a joint 1.5D and 2D inversion scheme employing series expansion to discretize lateral variations in layer resistivities and thicknesses, significantly reducing the number of unknown model parameters. The... Read more
Key finding: The study develops a 2D gravity inversion method constrained by minimizing the moment of inertia of anomalous mass concentrations about known axes, effectively incorporating prior geologic information about linear mass... Read more
Key finding: This work introduces a genetic algorithm-based inversion approach to resolve non-linear, ill-conditioned self-potential (SP) anomalies for polarized conductive source models. The GA effectively minimizes a fitness function... Read more
Key finding: The paper presents a smoothness-constrained least squares inversion framework that simultaneously estimates both subsurface resistivity and unknown electrode positions, addressing challenges in time-lapse electrical... Read more

3. How can advanced inversion methods address ill-posedness and non-uniqueness in potential field data inversion using sparsity-promoting and variational approaches?

This theme explores mathematical and computational developments to overcome the fundamental ill-posedness and non-uniqueness of potential field inverse problems, particularly those formulated as measure-theoretic or constrained optimization problems. It includes sparse recovery concepts in infinite-dimensional settings, regularized nonlinear inversion formulations via penalty methods and constrained searches, and uncertainty quantification through systematic estimation of parameter uncertainties and inversion error bounds.

Key finding: This mathematical study introduces a notion of sparsity for vector-valued measures supported on slender sets, characterized by pure 1-unrectifiability of their support, to ensure uniqueness and stable recovery in inverse... Read more
Key finding: This paper develops a generalized penalty optimization formulation to construct exact Kohn-Sham DFT potentials for a given electron density using Levy's constrained search. By defining customizable penalty functionals S[ρ],... Read more
Key finding: This study applies a non-linear inversion framework using very fast simulated annealing (VFSA) for self-potential anomalies caused by 2D thin dipping layers, simultaneously estimating multiple model parameters including dip... Read more
Key finding: The paper proposes a pruning Bayesian neural network (PBNN) combined with sample design based on K-medoids clustering to invert 1D electrical resistivity sounding data. By Bayesian regularization and node pruning guided by... Read more

All papers in Potential field data inversion

introduction et table des matières d'un essai philosophique sur les procédés d'inversion
The Teisseyre-Tornquist Zone (TTZ) is the longest European tectonic and geophysical lineament extending from the Baltic Sea in the NW to the Black Sea in the SE. This tectonic feature defines a transition zone between the thick crust of... more
The present research represents a new, fast and easy-to-apply semi-inversion technique for the direct separation of the Bouguer gravity anomaly to its corresponding depths or thicknesses of the prior known rock formations from a borehole... more
The aim of this work is the formulation of a 3D model of the Mt. Amiata volcanic complex (Southern Tuscany) by means of geomagnetic data. This work is shown not only as a real test to check the validity of the inversion algorithm, but... more
The Teisseyre-Tornquist Zone (TTZ) is the longest European tectonic and geophysical lineament extending from the Baltic Sea in the NW to the Black Sea in the SE. This tectonic feature defines a transition zone between the thick crust of... more
The Panjshir Fe-Polymetallic ore deposit is a valuable geological resource in Afghanistan, rich in iron and multiple essential metallic minerals, with substantial potential for industrial development. The exploration phase faces... more
This study is focused on the recognition of the geological structure of the southern part of the province of Sankuru in the D.R. Congo which covers the oil blocks 18 and 18b. Gravity and magnetic data were processed using the horizontal... more
This study is focused on the recognition of the geological structure of the southern part of the province of Sankuru in the D.R. Congo which covers the oil blocks 18 and 18b. Gravity and magnetic data were processed using the horizontal... more
This paper describes the updated stratigraphy, structural framework and evolution, and hydrocarbon prospectivity of the Paleozoic, Mesozoic and Cenozoic basins of Yemen, depicted also on regional stratigraphic charts. The Paleozoic basins... more
The Panjshir Fe-Polymetallic ore deposit is a valuable geological resource in Afghanistan, rich in iron and multiple essential metallic minerals, with substantial potential for industrial development. The exploration phase faces... more
The integrated interpretation of the magnetic and gravity data allowed the depth configuration of the basement surface and gave a new picture of the sedimentary basins and ridges distribution at the eastern region of Yemen. According to... more
We utilized the seismicity and the potential field data to study the tectonic deformation and to delineate the seismically active subsurface tectonic trends of El-Faiyum area. To accomplish these goals, we analyzed and interpreted the... more
Natural remanent magnetization and self-demagnetization on high-susceptibility bodies are two important factors affecting magnetic data inversion. We propose a framework for the inversion and interpretation of magnetic anomalies, in which... more
Kuwait state lies at the upper northeastern corner of the Arabian Plate, on the Arabian Gulf, and surrounded by Iraq from the north, the Arabian Gulf from the east, and Saudi Arabia from other sides. Kuwait settled on a thick sedimentary... more
Extensive field and site investigations were conducted to assess and evaluate the situation in quarries presently exploited for the production of cement raw materials in Yemen. These quarries have several geological complications... more
The eastern Alboran basin and its transition to the Algerian basin is a key area in the Mediterranean realm where controversial kinematic and geodynamical models are proposed. Models imply striking differences regarding the nature of the... more
Mining activities in Lavrion began during the first millennium B.C. after the decline of ancient Athens and then restarted more deliberately during the nineteenth century. Aeromagnetic data from a 1967 survey of the mining area was... more
To cite this article: M. Dahab Abdelfattah (2022) A new approach automatic separation of the Bouguer gravity anomaly, using a new concept for 2D-semi-inversion of the sphere-shaped model,
There is still much that needs to be understood about the physical properties of rocks in mineralised geological environments. This knowledge gap becomes more important as the transition to deeper exploration targets under cover occurs,... more
Abstract: In the present work, we present a reconnaissance study to elucidate and delineate the subsurface structures and tectonics of the area between Dahshour and El Fayoum province using available magnetic data; including land magnetic... more
The Geologic and Tectonic Setting The Western Desert of Egypt covers an area more than 600,000 km 2 and comprises almost two thirds of the whole area of Egypt. The North Western Desert represents an important part of the unstable shelf of... more
Western Desert region between Cairo and Fayoum in Egypt is a geologically interesting area due to its active seismicity status and the continuous bidirectional urban expansions ongoing northward and southward growth. This work aims to... more
The characterization of the sources of gravity anomaly in the Vindhyan basin is important to constrain the basement structure for hydrocarbon exploration. In this method, scaling function which is a function of altitude is used to... more
HE PRESENT study intends to elicit subsurface shear (wrench) zones that affected the northeastern part of Sirt Basin area, which is considered as one of the most important hydrocarbons-producing regions, and its impact on similar areas... more
Recently, a number of large molybdenum (-copper) deposits have been discovered successively in the Laba area, Shangri-La county, northwestern Yunnan province. The investigation confirmed that there is a superlarge porphyry-skarn... more
Extensive field and site investigations were conducted to assess and evaluate the situation in the presently exploited quarries of cement raw materials in Yemen. These quarries have several geological complications represented mainly by... more
Extensive field and site investigations were conducted to assess and evaluate the situation in the presently exploited quarries of cement raw materials in Yemen. These quarries have several geological complications represented mainly by... more
This study is focused on the recognition of the geological structure of the southern part of the province of Sankuru in the D.R. Congo which covers the oil blocks 18 and 18b. Gravity and magnetic data were processed using the horizontal... more
The Geologic and Tectonic Setting The Western Desert of Egypt covers an area more than 600,000 km 2 and comprises almost two thirds of the whole area of Egypt. The North Western Desert represents an important part of the unstable shelf of... more
In this paper, a geophysical strategy based on the recently proposed Manta-Ray Foraging (MRF) Optimization algorithm is adapted and presented for the blind computation of depth/shape defining parameters from magnetic anomalies due to... more
The Manta-Ray Foraging Optimization has been adapted and implemented in computing model parameters from potential field anomalies originating from two-dimensional dipping faults. The inversion technique was originally demonstrated on... more
Magnetic methods of exploration have proved to be efficient and have potential in the gold mineralization industry. New magnetic processing technologies aid in improving the process of interpretation and gold opportunity identification.... more
Geophysical techniques such as gravity, magnetic and seismology are perfect tools for detecting subsurface structures of local, regional as well as of global scales. The study of the earthquake records can be used for differentiating the... more
Self-Potential data have been widely used in numerous applications. The interpretation of SP data from subsurface bodies is quite challenging. The advantages of geophysical inversion for interpreting non-linear geophysical problems have... more
Inverse potential field problems have ambiguous solutions, and a unique solution can only be computed if additional a priori information is incorporated into the solution process. We discuss several kinds of ambiguity, and show how each... more
Three-dimensional (3D) interactive modeling with the IGMAS+ software provides means for integrated processing and interpretation of geoid, gravity and magnetic fields and their gradients (full tensor), yielding improved geological... more
The difficulties in unravelling the tectonic structures, in some cases, prevent the understanding of the ore bodies' geometry, leading to mistakes in mineral exploration, mine planning, evaluation of ore deposits, and even mineral... more
The present report on the state of the art on cobalt mineral resources in Chile was prepared as part of the study “Exploration and mining potential for cobalt mineral resources in Chile” requested by the Non Metallic Mining Committee of... more
The Flinders Ranges in Australia are located within the well defined South Australian Heat Flow Anomaly. Anomalously high heat flow is recorded in this area, offering world-class opportunities for the development of significant and... more
The Teisseyre-Tornquist Zone (TTZ) is the longest European tectonic and geophysical lineament extending from the Baltic Sea in the NW to the Black Sea in the SE. This tectonic feature defines a transition zone between the thick crust of... more
The Mantoverde area of the III Región of northern Chile hosts numerous copper(-gold) deposits and prospects assigned to the iron oxide-coppergold (IOCG) clan. These range from sulphide-poor magnetite-apatite-actinolite bodies (e.g.... more
The eastern Alboran basin and its transition to the Algerian basin is a key area in the Mediterranean realm where controversial kinematic and geodynamical models are proposed. Models imply striking differences regarding the nature of the... more
Wadi al-Dawasir area is very important province in Saudi Arabia. It contains the main water aquifer that stores a proven groundwater reserve (Wajid aquifer). This study aims to investigate the subsurface features of this aquifer... more
In the present work, we present a reconnaissance study to elucidate and delineate the subsurface structures and tectonics of the area between Dahshour and El Fayoum province using available magnetic data; including land magnetic survey... more
Mining activities in Lavrion began during the first millennium B.C. after the decline of ancient Athens and then restarted more deliberately during the nineteenth century. Aeromagnetic data from a 1967 survey of the mining area was... more
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