Parameters estimation from the gravity anomaly caused by the two-dimensional horizontal thin sheet applying the global particle swarm algorithm

Abstract A global particle swarm algorithm utilized to assess the inverted two-dimensional horizontal thin sheet parameters from the gravity anomaly profile based on applying the second moving average method. The using of the second moving average method has more advantageous than using the Bouguer gravity anomaly because this method has a capability in eliminating the regional field up to third-order impeded in the Bouguer anomaly. This algorithm is applied to interpret the gravity anomaly profile, i.e., estimating the depth, the width, the thickness, the density contrast and the origin location of the buried structure. The efficacy and stability of this method are investigated and exposed for utilizing free-noise and noisy synthetic examples. Real gravity data associated with oil and gas and mineral exploration from three different locations around the world is interpreted. The evaluated time to discovering this appropriate clarification is very short and the estimated parameters contrast the view that the proposed method is applicable for real exploration. It can extract the inverse parameters which have a geologic and economic significance.

• Publication year

  2020

• Venue

  Journal of Petroleum Science and Engineering

• Publication date

  2020-10-01

• Fields of study

  Physics, Geology

• Identifiers
  DOI 10.1016/j.petrol.2020.107421
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Self potential data interpretation utilizing the particle swarm method for the finite 2D inclined dike: mineralized zones delineation

  2020cited by this paper
• Depositional and Structural Styles in the Logone Birni Basin (LBB), Northern Cameroon, from 3D Potential Field Modeling: Preliminary Results

  2019cited by this paper
• Gravity data interpretation using the particle swarm optimisation method with application to mineral exploration

  2019cited by this paper
• A particle swarm optimization method for interpreting self-potential anomalies

  2019cited by this paper
• Understanding the Meaning of the Positive Bouguer Anomaly of Waza (Northernmost Cameroon, Central Africa)

  2019influential reference
• Implementation and model uniqueness of Particle Swarm Optimization method with a 2D smooth modeling approach for Radio-Magnetotelluric data

  2019cited by this paper
• Marquardt inverse modeling of the residual gravity anomalies due to simple geometric structures: A case study of chromite deposit

  2019cited by this paper
• Magnetic and gravity signatures of the Kifl oil field in Iraq

  2019cited by this paper
• PSO (Particle Swarm Optimization) for Interpretation of Magnetic Anomalies Caused by Simple Geometrical Structures

  2018cited by this paper
• The thickness of cover sequences in the Western Desert of Iraq from a power spectrum analysis of gravity and magnetic data

  2017cited by this paper
• Global nonlinear optimization for the interpretation of source parameters from total gradient of gravity and magnetic anomalies caused by thin dyke

  2017cited by this paper
• An enhanced trend surface analysis equation for regional–residual separation of gravity data

  2016cited by this paper
• A least-squares minimization approach to interpret gravity data due to 2D horizontal thin sheet of finite width

  2016cited by this paper
• Magmatic underplating beneath the Emeishan large igneous province (South China) revealed by the COMGRA-ELIP experiment

  2016cited by this paper
• Application of Global Particle Swarm Optimization for Inversion of Residual Gravity Anomalies Over Geological Bodies with Idealized Geometries

  2016cited by this paper
• 2.5D regularized inversion for the interpretation of residual gravity data by a dipping thin sheet: numerical examples and case studies with an insight on sensitivity and non-uniqueness

  2015cited by this paper
• Integrated geophysical investigation of the Galatian Basin around Seben region, Bolu, Turkey

  2015cited by this paper
• Accurate and Efficient Regularized Inversion Approach for the Interpretation of Isolated Gravity Anomalies

  2014cited by this paper
• Characterization of geothermally relevant structures at the top of crystalline basement in Switzerland by filters and gravity forward modelling

  2014cited by this paper
• New fast least-squares algorithm for estimating the best-fitting parameters due to simple geometric-structures from gravity anomalies

  2013cited by this paper
• Geophysical evidence of Cretaceous volcanics in Logone Birni Basin (Northern Cameroon), Central Africa, and consequences for the West and Central African Rift System

  2013cited by this paper
• Gravity interpretation of dipping faults using the variance analysis method

  2013cited by this paper
• TECTONIC AND STRUCTURAL EVOLUTION OF THE MESOPOTAMIA FOREDEEP, IRAQ

  2010cited by this paper
• Recent approaches to global optimization problems through Particle Swarm Optimization

  2002cited by this paper
• Petrology of the bimodal Cenozoic volcanism of the Kapsiki plateau (northernmost Cameroon, Central Africa)

  2000cited by this paper
• Global Optimization Methods in Geophysical Inversion

  1995cited by this paper
• Green's equivalent-layer concept in gravity band-pass filter design

  1994cited by this paper
• Regional framework, structural and petroleum aspects of rift basins in Niger, Chad and the Central African Republic (C.A.R.)

  1992cited by this paper
• Depositional and Structural Styles in Chad Basin of Northeastern Nigeria

  1986influential reference
• An introduction to geophysical exploration

  1984cited by this paper
• Benue Trough and Benue Chain

  1982influential reference
• Appalachian Orogen in Canada

  1979cited by this paper
• Theory of the Earth's Gravity Field

  1974cited by this paper
• AN APPROXIMATE SOLUTION OF THE PROBLEM OF MAXIMUM DEPTH IN GRAVITY INTERPRETATION

  1963cited by this paper
• Residual gravity in theory and practice

  1949cited by this paper

• Application of High‐Precision Microgravity Detection Technology in the Exploration of Ultradeep Gas Reservoirs in the Middle Part of the Southern Margin of Junggar Basin

  2026cites this paper
• 2.75-D Global joint inversion of gravity and magnetic anomalies with appraisal of model reconstruction uncertainty

  2026cites this paper
• 2.75D Source Approximation-Based Lunar Gravity Anomaly Inversion Using the Hunger Games Search Algorithm: Application to the Gardner Region

  2025cites this paper
• A prosperous and thorough analysis of gravity profiles for resources exploration utilizing the metaheuristic Bat Algorithm

  2025cites this paper
• Exploring Fault Plane Geometry through Metaheuristic Bat Algorithm (MBA) Analysis of Potential Field Data: Environmental and Engineering Applications

  2024cites this paper
• Three-Dimensional Gravity Inversion Based on Attention Feature Fusion

  2024cites this paper
• Hunger Games Search optimization for the inversion of gravity anomalies of active mud diapir from SW Taiwan using inclined anticlinal source approximation

  2024cites this paper
• High-accuracy gravity field and gravity gradient forward modelling based on 3D vertex-centered finite-element algorithm

  2024cites this paper
• Hunger Games Search for the elucidation of gravity anomalies with application to geothermal energy investigations and volcanic activity studies

  2024cites this paper
• Gravity profiles interpretation applying a metaheuristic particle optimization algorithm of mineralized bodies resembled by finite elements

  2024cites this paper
• Rock density model of the Southern Benue trough in Nigeria from a synthetic gravity and in-situ density data

  2024cites this paper
• Gravity data inversion for parameters assessment over geologically faulted structures—A hybrid particle swarm optimization and gravitational search algorithm technique

  2024cites this paper
• Generating land gravity anomalies from satellite gravity observations using PIX2PIX GAN image translation

  2024cites this paper
• Magnetic inversion approach for modeling data acquired across faults: various environmental cases studies

  2023cites this paper
• Tilt Angle Filter Effect on Noise Cancelation and Structural Edges Detection in Hydrocarbon Sources in a Gravitational Potential Field

  2023cites this paper
• Analysis of recent airborne gravity and magnetic data for the interpretation of basement structures underneath the south–western Benue trough using source edge detector filters

  2023cites this paper
• Boundaries Determination in Potential Field Anomaly Utilizing Analytical Signal Filtering and its Vertical Derivative in Qeshm Island SE Iran

  2023cites this paper
• 2-Dimensional joint inversion modelling of the Niger – Delta basement using potential field data

  2023cites this paper
• Two-sided fault parameter assessment through the utilization of a particle swarm optimizer to different gravity horizontal gradients-orders with application to various cases studies

  2023cites this paper
• Estimation of Deep-Seated Faults Parameters from Gravity Data Using the Cuckoo Search Algorithm

  2023cites this paper
• A full interpretation applying a metaheuristic particle swarm for gravity data of an active mud diapir, SW Taiwan

  2022cites this paper
• Sisam/Samos Adası Depremine ait Konum Bilgilerinin Parçacık Sürü Optimizasyonu Yöntemi ile Belirlenmesi

  2022cites this paper
• Gravity data inversion applying a metaheuristic Bat algorithm for various ore and mineral models

  2022cites this paper
• Cooperative fuzzy-guided focused inversion for unstructured mesh modeling of potential field geophysics, a case study for imaging an oil-trapping structure

  2022cites this paper
• Source parameters estimation from gravity data using Bat algorithm with application to geothermal and volcanic activity studies

  2022cites this paper
• Parçacık Sürü Optimizasyonu ile Depremin Dış Merkezinin belirlenmesi: Ayvacık Depremi Örneği

  2022cites this paper
• Fault parameters assessment from the gravity data profiles applying the global particle swarm optimization

  2021cites this paper
• Utilizing the analytical signal method in prospecting gravity anomaly profiles

  2021cites this paper
• Evolutionary warning system for COVID-19 severity: Colony predation algorithm enhanced extreme learning machine

  2021cites this paper
• Evaluation of the parameters of the fault-like geologic structure from the gravity anomalies applying the particle swarm

  2021cites this paper
• A new path plan method based on hybrid algorithm of reinforcement learning and particle swarm optimization

  2021cites this paper
• A Review of Geophysical Modeling Based on Particle Swarm Optimization

  2021cites this paper
• Evolutionary warning system for COVID-19 severity: Colony predation algorithm enhanced extreme learning machine

  2021cites this paper
• Magnetic anomaly interpretation for a 2D fault-like geologic structures utilizing the global particle swarm method

  2021cites this paper
• Fast numerical simulation of 2D gravity anomaly based on nonuniform fast Fourier transform in mixed space-wavenumber domain

  2021cites this paper
• Gravity inversion of 2D fault having variable density contrast using particle swarm optimization

  2021cites this paper
• Magnetic Data Profiles Interpretation for Mineralized Buried Structures Identification Applying the Variance Analysis Method

  2020cites this paper
• Interpretation of gravity anomaly over 2D vertical and horizontal thin sheet with finite length and width

  2020cites this paper
• Gravity profile interpretation using the R-parameter imaging technique with application to ore exploration

  2020cites this paper
• A focused and constrained 2D inversion of potential field geophysical data through Delaunay triangulation, a case study for iron-bearing targeting at the Shavaz deposit in Iran

  2020cites this paper
• Gravity data interpretation by a two-sided fault-like geologic structure using the global particle swarm technique

  2020cites this paper