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Geosciences, Volume 16, Issue 2

2026 February - 38 articles

Cover Story: Full-waveform inversion (FWI) estimates subsurface models by minimizing differences between simulated and recorded seismic data, but it often fails when a poor starting model is provided. We present deep-learning-backed adaptive waveform inversion (DL-AWI), which uses a deep twin network to precondition observed and synthetic waveforms and map them into a shared latent space to form a more consistent comparison pair. DL-AWI measures their similarity with a deconvolution-based objective referenced to a zero-lag spike, improving stability in early iterations. This learned representation improves the inversion robustness, speeds up updates, and reduces trapping into local minima. Tests on synthetic data and a field example show reliable, stable inversion even from inaccurate initial models. View this paper
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Articles (38)

  • Article
  • Open Access
1,131 Views
22 Pages

We develop a minimal thermodynamic model to predict Titan’s surface temperature based on radiative–convective equilibrium and the principle of maximum entropy production (MEP). The model retains only the essential atmospheric constituents...

(This article belongs to the Section Climate and Environment)
  • Article
  • Open Access
1 Citations
856 Views
21 Pages

The integration of sedimentological and micropaleontological data in the Zanclean and Gelasian shallow-marine deposits of the Crotone Basin (southern Italy) has allowed documentation of meter-to-decameter-scale high-frequency sequences bounded by wav...

(This article belongs to the Section Sedimentology, Stratigraphy and Palaeontology)
  • Article
  • Open Access
1 Citations
1,028 Views
37 Pages

Evaluating Catchment-Scale Physically Based Modeling of Sediment Deposition During an Extreme Rainfall Event

  • Sobhan Emtehani,
  • Victor Jetten,
  • Cees van Westen and
  • Bastian van den Bout

Extreme rainfall events often trigger landslides, debris flows, and sediment-laden floods that cause severe damage in built-up areas, yet sediment deposition is rarely quantified in hazard assessments. This study evaluates the capability of the physi...

(This article belongs to the Section Sedimentology, Stratigraphy and Palaeontology)
  • Article
  • Open Access
1 Citations
2,498 Views
21 Pages

Probabilistic Assessment of Rock Slopes at Mount Uhud, Madinah, Saudi Arabia

  • Wael R. Abdellah,
  • Hassan A. M. Abdelkader,
  • Atef M. Abu Khatita and
  • Mahrous A. M. Ali

This study evaluates the stability and failure probability of rock slopes at Mount Uhud, Madinah, Saudi Arabia, with particular attention to a representative slope in the densely populated southern part. A combined deterministic–probabilistic a...

(This article belongs to the Topic Advanced Risk Assessment in Geotechnical Engineering)
  • Article
  • Open Access
1 Citations
1,595 Views
16 Pages

Integrating Near Real-Time Hydrological Data for Monitoring and Alerting: The RoWaterAPI Framework

  • Mihnea Cristian Popa,
  • Daniel Constantin Diaconu,
  • Adrian Gabriel Simion,
  • Ioan Florin Voicu and
  • Costache Romulus

The paper addresses the limitations of fragmented and delayed hydrological information systems in supporting timely disaster risk mitigation. The paper introduces the RoWaterAPI, a framework that integrates near real-time hydrological measurements wi...

(This article belongs to the Section Climate and Environment)
  • Article
  • Open Access
1 Citations
997 Views
25 Pages

GPR Surveying of Carbonate Beach Strandplain Deposits in the Bahamas

  • Sydney Adelaide Richards,
  • John McBride,
  • Scott M. Ritter,
  • Kathryn J. Smith and ,
  • Kaleb Markert,
  • Keili M. M. Kwong and
  • Kevin A. Rey
  • + 2 authors+ 0 author

The Bahamas is an ideal location for studying the calcium carbonate sedimentation of Holocene strandplains in relation to seaward progradation. We use ground-penetrating radar (GPR) to image and interpret the fine-scale stratigraphy of three carbonat...

(This article belongs to the Section Geophysics)
  • Article
  • Open Access
3 Citations
1,887 Views
27 Pages

Stages of Development of the Northern Apennines Miocene Foredeep Basin: Insights from Facies Analysis and Structural Setting of the Marnoso-Arenacea Fm. (Umbria, Italy)

  • Luca Pasqualone,
  • Francesco Brozzetti,
  • Francesco Mirabella,
  • Lucina Luchetti and ,
  • Anna Chiara Tangari,
  • Simonetta Cirilli and
  • Massimiliano Rinaldo Barchi
  • + 2 authors+ 0 author

The Marnoso-arenacea basin (MaB) of the Northern Apennines represents one of the most significant lower–middle Miocene foredeep turbidite systems in the Mediterranean region. While the northern part of the basin (Emilia-Romagna Region) has been...

(This article belongs to the Section Sedimentology, Stratigraphy and Palaeontology)
  • Article
  • Open Access
2 Citations
2,082 Views
30 Pages

Advanced GIS-Based RUSLE Modeling for Soil Erosion Estimation in the Toplica River Basin, Serbia

  • Milan Đorđević,
  • Mrđan Đokić,
  • Miloš Manić,
  • Jelena Vesković and ,
  • Ranko Dragović,
  • Ivana Smičiklas,
  • Snežana Dragović and
  • Antonije Onjia
  • + 3 authors+ 0 author

Among the most serious types of land degradation, soil erosion poses a major threat to agricultural productivity, water quality, and ecosystem stability. Using a multidisciplinary approach, this study aimed to identify the spatial patterns of soil er...

  • Article
  • Open Access
1,708 Views
21 Pages

This study investigates the presence of Technology-Critical Elements in the Trepça mine (Stan Tërg, Mitrovicë), representing the first assessment of their distribution within this mining district. Samples were collected in all ore bo...

  • Article
  • Open Access
739 Views
34 Pages

This study addresses a critical knowledge gap in quantifying strategic mineral resources within hyper-arid, tectonically complex terrains by establishing a recursive framework that reconciles deterministic resource estimation with the nonlinear dynam...

(This article belongs to the Topic Earth Observation Systems in Geology Mass Identification, Investigation and Inventory Mapping)
  • Article
  • Open Access
2 Citations
1,745 Views
28 Pages

Metamorphic Fluids with Magmatic Overprint in the Huayagou Gold Deposit, West Qinling Orogen, Central China: Evidence from Apatite and Tourmaline In Situ Geochemistry

  • Fei Teng,
  • Jiangwei Zhang,
  • Wendi Guo,
  • Leon Bagas and ,
  • Kang Yan,
  • Yuxiang Teng,
  • Ying Wei,
  • Ningchao Zhou,
  • Yongbao Gao and
  • Liyong Wei
  • + 5 authors+ 0 author

Recent exploration has demonstrated significant prospecting potential at the Huayagou Au deposit in Longnan mineral Field, Gansu Province, West Qinling Orogen, Central China. However, the nature and evolution of the auriferous fluids responsible for...

  • Article
  • Open Access
1,122 Views
27 Pages

How Urban Activities Respond to Air Pollution: A Multi-Source Geospatial Data Analysis Records

  • Taoran Liu,
  • Guangxia Yu,
  • Shuanghua Ye,
  • Jin Qi and ,
  • Xingru Huang,
  • Zhiwen Zheng,
  • Jin Liu,
  • Stefan Poslad,
  • Xiaoshuai Zhang and
  • Guangyuan Zhang
  • + 5 authors+ 0 author

Conventional wisdom posits that smog suppresses outdoor activity while shifting peoples’ activities indoors. Using anonymized Mobile Phone Data Provider Records fused with Point-of-Interest (POI) data sourced from the Gaode (Amap) open database...

(This article belongs to the Section Climate and Environment)
  • Article
  • Open Access
1 Citations
1,085 Views
17 Pages

Natural Variability vs. Anthropic Input: A Geochemical Monitoring of Hydrocarbons in Coari Lake, Central Amazon, Brazil

  • Jelmir Craveiro de Andrade,
  • Vinicius Kartnaller,
  • Mário Miguel Mendes,
  • Pedro Miguel Callapez and ,
  • Darlly Erika Silva dos Reis,
  • Tereza Cristina Souza de Oliveira and
  • Celeste Yara dos Santos Siqueira
  • + 2 authors+ 0 author

Coari Lake is a critical area in the Amazon due to the oil exploration that began in the 1980s. The present study evaluates the impact on Coari Lake and the Solimões River in order to identify the origin of the sedimentary organic matter. This...

(This article belongs to the Section Geochemistry)
  • Article
  • Open Access
1 Citations
1,303 Views
18 Pages

Isotopic and Geochemical Features of High-Hafnium Zircons of the Vasin-Mylk LCT Pegmatite, Kola Peninsula: Compositional Zoning and Crystallization Conditions

  • Ekaterina V. Kovalenko (Levashova),
  • Nikolai M. Kudryashov,
  • Sergey G. Skublov,
  • Vladislav G. Kurichev and
  • Xian-Hua Li

A comprehensive investigation was conducted on high-hafnium zircons from the LCT (Li-Cs-Ta) pegmatites of the Vasin-Mylk rare-metal deposit within the Fennoscandian Shield. In situ analysis of trace element composition and oxygen isotope ratios were...

  • Article
  • Open Access
1 Citations
3,115 Views
32 Pages

The 2023 Al Haouz earthquake (Mw 6.7–6.9) is the strongest quake ever recorded in modern Morocco and ranks among North Africa’s most significant seismic events of the century. It struck the High Atlas region, causing widespread land chang...

(This article belongs to the Special Issue Challenges and Research Trends of Geoheritage and Geoconservation)
  • Article
  • Open Access
2 Citations
1,550 Views
11 Pages

The Eastern Cordillera of the Colombian Andes is a high-elevation asymmetric plateau subjected to NW–SE shortening. An interesting aspect of this plateau is the presence of high geothermal gradients (up to 52 °C/km), constrained by wells dr...

(This article belongs to the Section Geophysics)
  • Article
  • Open Access
1,867 Views
31 Pages

Knowledge of the trace element contents of petroleum can improve crude oil exploration and refining and aid environmental studies. Analytical challenges prompt experimentation with various digestion methods and analytical techniques, but the assessme...

  • Article
  • Open Access
1 Citations
2,108 Views
25 Pages

It is important for the rock engineering practice to acknowledge the difference between uncertainty, which diminishes with adequate data access, and radical uncertainty, which persists because critical features and failure mechanisms may remain undet...

(This article belongs to the Section Geomechanics)
  • Article
  • Open Access
1,555 Views
18 Pages

Three-Step Proton Irradiation of Meteorites: Structural and Compositional Evolution Under Space-like Irradiation

  • Dániel Rezes,
  • Ildikó Gyollai,
  • Sándor Biri,
  • Krisztián Fintor and ,
  • Zoltán Juhász,
  • Richárd Rácz,
  • Béla Sulik,
  • Máté Szabó,
  • Bernadett D. Pál and
  • Ákos Kereszturi
  • + 5 authors+ 0 author

This study reveals the effects of artificial space-like proton irradiation on three meteorite samples that are Northwest Africa (NWA) 4560 LL3.2 and NWA 5838 H6 chondrite meteorites, as well as the Dhofar (Dho) 007 eucrite. We used low-vacuum scannin...

(This article belongs to the Section Geochemistry)
  • Article
  • Open Access
946 Views
17 Pages

We have proposed the reduction in triple integral to double integral that is used in multiple shear mechanism model for faster 3D nonlinear ground motion analysis. In this study, we propose reformulation of the mechanism which results in the expressi...

(This article belongs to the Special Issue Geotechnical Earthquake Engineering and Geohazard Prevention)
  • Article
  • Open Access
1 Citations
2,025 Views
20 Pages

Comparative Assessment of Buried and Exposed Archaeological Remains at Abellinum (Southern Italy) Using Low-Frequency GPR and Photogrammetry

  • Nicola Angelo Famiglietti,
  • Alessandro Angelo Visconti,
  • Gaetano Memmolo,
  • Antonino Memmolo and ,
  • Lorenzo Radaelli,
  • Daniela Musmeci,
  • Bruno Massa,
  • Vincenzo Amato,
  • Annamaria Vicari and
  • Alfonso Santoriello
  • + 5 authors+ 0 author

This study presents an integrated geophysical–geomatic approach for the investigation of archaeological sites, combining low-frequency Ground-Penetrating Radar (GPR) and close-range photogrammetry at the Archaeological Park of Abellinum (southe...

(This article belongs to the Section Geophysics)
  • Article
  • Open Access
1 Citations
1,722 Views
17 Pages

Radioanalytical Assessment and Mineral Chemistry Investigations in the Pegmatites of Eastern Desert, Egypt: Implications for Mining and Radiation Protection

  • Mohamed M. Ghoneim,
  • Mohamed Mitwalli,
  • Hanaa A. El-Dokouny,
  • Mai A. El-Lithy and ,
  • Maher Dawoud,
  • Yue-Yue Liu,
  • Tariq Al-Abdullah and
  • Abdelhalim S. Mahmoud
  • + 3 authors+ 0 author

This study is carried out to investigate the radiological characteristics and mineralogical controls of natural radioisotopes (238U, 226Ra, 232Th, and 40K) in granitic pegmatites from Abu Zawal Area (AZA) in the Eastern Desert of Egypt. The analyzed...

  • Review
  • Open Access
1 Citations
1,268 Views
27 Pages

State and Prospects of Developing Nuclear–Physical Methods and Means for Monitoring the Ash Content of Coals

  • Yuriy Pak,
  • Saule Sagintayeva,
  • Pyotr Kropachev,
  • Aleksey Veselov and ,
  • Dmitriy Pak,
  • Diana Ibragimova and
  • Anar Tebayeva
  • + 2 authors+ 0 author

This review deals with the issue of operational coal quality control using instrumental nuclear–physical methods. The existing traditional method of coal testing, characterized by high labor intensity and low representativeness, cannot serve as...

  • Article
  • Open Access
3 Citations
1,124 Views
12 Pages

A Study on the Displacement Mechanism of Nitrogen Injection to Enhance Recovery in Water-Drive Gas Reservoirs: A Collaborative Analysis of Experiment and Simulation

  • Fenglai Yang,
  • Chenhui Wang,
  • Furong Wang,
  • Li Dai and ,
  • Haifa Tang,
  • Chen Zhang,
  • Xingnan Ren and
  • Jian Li
  • + 3 authors+ 0 author

The efficient extraction of natural gas from water-drive reservoirs is often hindered by premature water breakthrough and the consequent trapping of significant residual gas, which collectively result in suboptimal recovery and economic returns. Trad...

  • Article
  • Open Access
823 Views
22 Pages

Effects of Deviatoric Stress on Macro- and Meso-Mechanical Behavior of Granite for Water-Sealed Caverns Under True Triaxial Loading

  • Liliang Han,
  • Yu Cong,
  • Xiaoshan Wang,
  • Wenyang Du and ,
  • Lixia Zhang,
  • Jian Gao,
  • Yuming Wang and
  • Zhanchao Zhang
  • + 3 authors+ 0 author

Based on true triaxial loading experiments and particle flow numerical simulations (PFC3D), this study systematically analyzes the mechanical behavior and failure mechanisms of granite under the influence of stress difference (deviatoric stress). The...

(This article belongs to the Section Geomechanics)
  • Article
  • Open Access
2 Citations
2,357 Views
24 Pages

Full waveform inversion (FWI) iteratively improves the accuracy of the model by minimizing the discrepancies between the predicted and the observed data. However, FWI commonly suffers from cycle skipping when the initial model is poor, leading to an...

(This article belongs to the Special Issue Geophysical Inversion)
  • Article
  • Open Access
2 Citations
1,496 Views
18 Pages

Detecting Anomalies in Radon and Thoron Time Series Data Using Kernel and Wavelet Density Estimation Methods

  • Muhammad Rafique,
  • Awais Rasheed,
  • Muhammad Osama,
  • Adil Aslam Mir and ,
  • Dimitrios Nikolopoulos,
  • Kyriaki Kiskira,
  • Aftab Alam,
  • Georgios Prezerakos,
  • Aqib Javed and
  • Saeed Ur Rahman
  • + 11 authors+ 6 authors

Long-term monitoring of radon (222Rn) and thoron (220Rn) radioactive gases has been used in earthquake forecasting. Seismic activity before earthquakes raises the levels of these gases, causing abnormalities in the baseline values of radon and thoron...

(This article belongs to the Special Issue Editorial Board Members' Collection Series: Natural Hazards)
  • Article
  • Open Access
1 Citations
1,060 Views
23 Pages

An Integrated Geophysical Approach to Characterise the Behaviour of a Fault Zone in Relation to Fluid Migration During CO2 Geological Storage: The Case of the Matzaccara Fault in the Sulcis Coal Basin (Sardinia)

  • Valentina Volpi,
  • Cinzia Bellezza,
  • Dario Civile,
  • Flavio Accaino and ,
  • Erika Barison,
  • Piero Corubolo,
  • Biancamaria Farina,
  • Edy Forlin,
  • Massimo Giorgi and
  • Flavio Poletto
  • + 10 authors+ 5 authors

In February 2024, the European Union published its Industrial Carbon Management Strategy, setting ambitious goals for carbon capture and storage (CCS), carbon capture and utilisation (CCU), and related technologies. Industrial decarbonisation will re...

(This article belongs to the Section Geophysics)
  • Article
  • Open Access
1,355 Views
31 Pages

Pore Structure Characteristics and Connectivity of Deep Longmaxi Formation Shale in the Southern Sichuan Basin, China: Insights from SANS, LTPA, and SEM

  • Hongming Zhan,
  • Xizhe Li,
  • Weikang He,
  • Longyi Wang and ,
  • Yuchuan Chen,
  • Zhiming Hu,
  • Jizhen Zhang,
  • Yuhang Zhou,
  • Shan Huang and
  • Jing Xiang
  • + 6 authors+ 1 author

Characterization of shale pore architecture forms the scientific basis for effective shale gas exploitation. Deep LMX FM shale from the Luzhou area was analyzed using SANS, LTPA, XRD, and SEM. This study quantitatively characterized the pore structur...

  • Review
  • Open Access
1 Citations
1,654 Views
29 Pages

The prediction of earthquake-induced excess pore water pressure is becoming a crucial step for liquefaction-related problems, such as the prediction of settlements, assessment of bearing capacity of shallow foundations, and efficiency of liquefaction...

(This article belongs to the Section Geomechanics)
  • Article
  • Open Access
1,467 Views
22 Pages

Multi-Parameter Observation System for Glacial Seismicity at High-Altitude Tien Shan Region

  • Natalya Mikhailova,
  • Vitaliy Morozov,
  • Aidyn Mukambayev,
  • Assem Issagali and
  • Ulan Igibayev

In 2023–2025, a research study named “Application of nuclear, seismic and infrasound methods for assessing climate change and mitigating the effects of climate change” was conducted in Kazakhstan under the Targeted Funding Program....

(This article belongs to the Special Issue Applied Geophysics for Geohazards Investigations)
  • Article
  • Open Access
2 Citations
1,607 Views
21 Pages

Improved InSAR Deformation Time Series with Multi-Stable Points Technique for Atmospheric Correction

  • Baohang Wang,
  • Guangrong Li,
  • Chaoying Zhao,
  • Liye Yang and ,
  • Shuangcheng Zhang,
  • Bojie Yan and
  • Wenhong Li
  • + 2 authors+ 0 author

Potential tropospheric noise is a critical factor that undermines the effectiveness of deformation monitoring in Synthetic Aperture Radar Interferometry (InSAR) technologies. In most scenarios, many point targets within the InSAR deformation monitori...

(This article belongs to the Special Issue GIS, InSAR, and Deep Learning in Earth Hazard Monitoring)
  • Article
  • Open Access
1 Citations
2,264 Views
17 Pages

Investigation of Geothermal Resources Using Magnetotelluric Method in Jaboi, Indonesia

  • Marwan Marwan,
  • Dian Darisma,
  • Amir Asyqari,
  • Rifa Salma Salsabila and ,
  • Fajrul Hani,
  • Tarmizi Hasyem,
  • Rifqan Rifqan,
  • Cahyo Aji Hapsoro,
  • Fadhli Syamsuddin and
  • Dian Budi Dharma
  • + 5 authors+ 0 author

The Jaboi geothermal field, located on Weh Island in western Indonesia, has a potential output of approximately 55 MWe. Previous geophysical surveys have not sufficiently identified the components of the geothermal system. The success of drilling in...

(This article belongs to the Section Geophysics)
  • Article
  • Open Access
2 Citations
1,885 Views
26 Pages

SBAS-InSAR Quantifies Groundwater–Urban Construction Evolution Impacts on Tianjin’s Land Subsidence

  • Jia Xu,
  • Yongqiang Cao,
  • Jie Liu,
  • Jiayu Hou and ,
  • Wei Yan,
  • Changrong Yi and
  • Guodong Jia
  • + 2 authors+ 0 author

Land subsidence constitutes a critical hazard to coastal megacities globally, amplifying flood risks and damaging infrastructure. Taking Tianjin—a major port city underlain by compressible sediments and affected by groundwater over-exploitation...

(This article belongs to the Topic Remote Sensing and Geological Disasters)
  • Article
  • Open Access
1,070 Views
18 Pages

Overpressure Generation Mechanism in the Jurassic Formations of the Fukang Sag, Junggar Basin: Its Significance for Deep Petroleum Exploration

  • Yukai Qi,
  • Chao Li,
  • Likuan Zhang,
  • Hanwen Hu and ,
  • Wenjun He,
  • Huixi Lin,
  • Zhongpei Zhang,
  • Changrong Bian and
  • Yida Zhao
  • + 4 authors+ 0 author

The Jurassic reservoirs in the Fukang Sag of the Junggar Basin exhibit heterogeneous overpressure. As the mechanisms underlying overpressure generation remain poorly constrained, this poses challenges for accurate pre-drilling-pressure prediction and...

(This article belongs to the Topic Recent Advances in Diagenesis and Reservoir 3D Modeling)
  • Article
  • Open Access
6 Citations
2,050 Views
33 Pages

Accurate numerical simulation of debris flows is essential for hazard assessment and early-warning design, yet high-fidelity solvers remain computationally expensive, especially when large ensembles must be explored under epistemic uncertainty in rhe...

(This article belongs to the Special Issue Intelligent Landslide Early Warning: From Multi-Source Sensing to AI-Driven Forecasting)
  • Article
  • Open Access
1,771 Views
23 Pages

The age, provenance, and evolution of some terranes in the Klamath Mountains are poorly constrained because of low detrital zircon yields. We present petrography and 947 new detrital and igneous zircon U-Pb ages from the North Fork (NFT), Eastern Hay...

(This article belongs to the Section Structural Geology and Tectonics)
  • Article
  • Open Access
1 Citations
840 Views
16 Pages

Pre-seismic anomalies in solid tidal factors can reveal crustal stress accumulation and predict seismic risk; such disturbance signals associated with earthquake incubation are extremely subtle and easily obscured by environmental noise, instrument e...

(This article belongs to the Special Issue Editorial Board Members’ Collection Series: “New Horizons in Geophysics: From Theory to Applications”)
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Geosciences - ISSN 2076-3263