Frontiers in Earth Science

Original Research

Published on 18 Dec 2025

LLM-driven rapid construction of knowledge graph for mineral resources: a case study of the Dajishan hydrothermal tungsten deposit

in Geoinformatics

Yu Zhao
Kun Wang
Qishen Chen
Yanfei Zhang
Qing Guan
Jiayun Xing
Xin Ren
Chenghong Shang
Hang He

Frontiers in Earth Science

doi 10.3389/feart.2025.1738096

159 views

Brief Research Report

Published on 18 Nov 2025

Seamounts and related topographic highs – automated mapping in support of sustainable ocean management, Norway

in Geoinformatics

Margaret F. J. Dolan
Lilja R. Bjarnadóttir

Frontiers in Earth Science

doi 10.3389/feart.2025.1690996

986 views

Original Research

Published on 21 Oct 2025

From rocks to pixels: a comprehensive framework for grain shape characterization through image analysis of roundness and roughness descriptors

in Geoinformatics

A. L. Back
C. Kana Tepakbong
L. P. Bédard
A. Barry

Frontiers in Earth Science

doi 10.3389/feart.2025.1634237

1,694 views

Original Research

Published on 16 Oct 2025

Scale-adaptive and mask refinement modules for accurate alluvial fan boundary detection in remote sensing data

in Geoinformatics

Hongying Zhou
Suhong Liu
Chengkai Zhou
Zhiguo Ma

Frontiers in Earth Science

doi 10.3389/feart.2025.1685685

1,131 views

Original Research

Published on 25 Sep 2025

Spatial typologies and structural characteristics of Jiangnan water town settlements: a “water system–human settlement” perspective

in Geoinformatics

Zhirong Yang
Haisong Wang
Anastasiia Kharchenko

Frontiers in Earth Science

doi 10.3389/feart.2025.1652780

2,449 views

Original Research

Published on 02 Sep 2025

Research on solar photovoltaic panel layout based on compressed LiDAR point cloud

in Geoinformatics

Baofeng Wan
Kai Qin
Hongbin Shi
Xiaolun Zhang
Yuanfen Huan
Yafu Yang

Frontiers in Earth Science

doi 10.3389/feart.2025.1490356

1,627 views

Original Research

Published on 28 Aug 2025

On evaluating the possible hazard of soil contamination in arid regions using statistical analysis and GIS techniques

in Geoinformatics

Abdelbaset S. El-Sorogy
Khaled Al-Kahtany
Mohamed S. Shokr
Talal Alharbi
Jose Emilio Meroño de Larriva

Frontiers in Earth Science

doi 10.3389/feart.2025.1605796

2,497 views
1 citation

Original Research

Published on 21 Aug 2025

GKCAE: A graph-attention-based encoder for fine-grained semantic segmentation of high-voltage transmission corridors scenario LiDAR data

in Geoinformatics

Su Zhang
Haibo Liu
Jingguo Rong
Yaping Zhang

Frontiers in Earth Science

doi 10.3389/feart.2025.1649203

1,667 views

Original Research

Published on 25 Jul 2025

Advanced methods for geological interpretation of depositional environments and lithofacies: insights into hydrocarbon potential in the northern Norwegian North Sea

in Geoinformatics

Ali Al Janabi
Camelia C. Knapp
Ziyad Albesher

Frontiers in Earth Science

doi 10.3389/feart.2025.1582071

1,917 views

Editorial

Published on 03 Jul 2025

Editorial: Emerging trends and advancements of geoinformatics applications in earth and environmental systems

in Geoinformatics

Venkata Ravibabu Mandla
Xuan Zhu
Anuj Tiwari
Mohammad Shoab

Frontiers in Earth Science

doi 10.3389/feart.2025.1641510

2,151 views

Original Research

Published on 27 May 2025

Spatio-temporal evolution and spatial patterns of traditional villages under multi-dimensional influential factors—a case study of Zhejiang Province, China

in Geoinformatics

Yanlong Guo
Longhao Wang
Ning Zhang
Jie Huang

Frontiers in Earth Science

doi 10.3389/feart.2025.1543256

2,478 views
1 citation

Original Research

Published on 21 May 2025

Optimization of nano-microsphere flooding and injection-production for tight oil reservoirs based on the three-dimensional physical model

in Geoinformatics

Fangping Chen
Zhenzhen Shen
Jian Li
Zhenjie Yao
Kai Liu
Fangna Liu
Baoting Li

Frontiers in Earth Science

doi 10.3389/feart.2025.1572001

1,428 views

Original Research

Published on 08 May 2025

A novel generative adversarial network framework for super-resolution reconstruction of remote sensing

in Geoinformatics

Ruilin Li
Linzhi Wen
Songtao Shao
Ming Yu
Linda Mohaisen

Frontiers in Earth Science

doi 10.3389/feart.2025.1578321

3,500 views
1 citation

Original Research

Published on 06 May 2025

Assessing named entity recognition by using geoscience domain schemas: the case of mineral systems

in Geoinformatics

Sandra Paula Villacorta Chambi
Mark Lindsay
Jens Klump
Klaus Gessner
Erin Gray
Helen McFarlane

Frontiers in Earth Science

doi 10.3389/feart.2025.1530004

2,665 views

Original Research

Published on 31 Mar 2025

The impact of landscape patterns on surface runoff in the central urban area of Chengdu

in Geoinformatics

Ying Kang
Jingjing Liu
Qin Liu
Wenli Zhao
Yunjun Guo

Frontiers in Earth Science

doi 10.3389/feart.2025.1542985

2,109 views
1 citation

Original Research

Published on 18 Mar 2025

Cyclone surge inundation susceptibility assessment in Bangladesh coast through geospatial techniques and machine learning algorithms: a comparative study between an island and a mangrove protected area

in Geoinformatics

M. M. Abdullah Al Mamun
Li Zhang
Yan Xuzhe
Bowei Chen
Jian Zuo
Shyamal Karmakar

Frontiers in Earth Science

doi 10.3389/feart.2025.1554864

1,638 views

Original Research

Published on 05 Mar 2025

Determination of geospatial criteria and prediction of potential areas for porphyry copper deposits in Kazakhstan

in Geoinformatics

Zahid Shah
Emil Bayramov
Jessica Neafie
Reimar Seltmann
Zohreh Rahnama

Frontiers in Earth Science

doi 10.3389/feart.2025.1489969

2,704 views
2 citations

Correction

Published on 27 Feb 2025

Corrigendum: Advanced machine learning artificial neural network classifier for lithology identification using Bayesian optimization

in Geoinformatics

Saâd Soulaimani
Ayoub Soulaimani
Kamal Abdelrahman
Abdelhalim Miftah
Mohammed S. Fnais
Biraj Kanti Mondal

Frontiers in Earth Science

doi 10.3389/feart.2024.1544327

1,009 views

Original Research

Published on 13 Feb 2025

From rocks to pixels: a comprehensive framework for grain shape characterization through the image analysis of size, orientation, and form descriptors

in Geoinformatics

A. L. Back
C. Kana Tepakbong
L. Paul Bédard
A. Barry

Frontiers in Earth Science

doi 10.3389/feart.2025.1508690

3,543 views
1 citation

Original Research

Published on 27 Jan 2025

Automating band selection for hyperspectral indices: bridging AVIRIS-NG and Sentinel-2 satellite data for earth science applications

in Geoinformatics

Veerendra Satya Sylesh Peddinti
Venkata Ravibabu Mandla
Shashi Mesapam
Suresh Kancharla

Frontiers in Earth Science

doi 10.3389/feart.2024.1487160

1,903 views

Original Research

Published on 13 Jan 2025

Assessment of degraded lands in the Ile-Balkhash region, Kazakhstan

in Geoinformatics

Sanim Bissenbayeva
Ruslan Salmurzauly
Aigul Tokbergenova
Nazym Zhengissova
Jialuo Xing

Frontiers in Earth Science

doi 10.3389/feart.2024.1453994

2,063 views
2 citations

Original Research

Published on 09 Jan 2025

A comparative analysis of five land surface temperature downscaling methods in plateau mountainous areas

in Geoinformatics

Ju Wang
Bo-Hui Tang
Xinming Zhu
Dong Fan
Menghua Li
Junyi Chen

Frontiers in Earth Science

doi 10.3389/feart.2024.1488711

3,020 views
1 citation

Original Research

Published on 06 Jan 2025

Wavefield-reconstruction-based full waveform inversion on noisy data in seismic exploration

in Geoinformatics

Yuwei Yu
Zhefeng Wei
Xiaofeng Jia
Chenghong Zhu

Frontiers in Earth Science

doi 10.3389/feart.2024.1463723

1,622 views

Original Research

Published on 06 Jan 2025

Soil salinization prediction through feature selection and machine learning at the irrigation district scale

in Geoinformatics

Junbo Xie
Cong Shi
Yang Liu
Qi Wang
Zhibo Zhong
Shuai He
Xingpeng Wang

Frontiers in Earth Science

doi 10.3389/feart.2024.1488504

2,126 views
5 citations

69 articles

articles

LLM-driven rapid construction of knowledge graph for mineral resources: a case study of the Dajishan hydrothermal tungsten deposit

Seamounts and related topographic highs – automated mapping in support of sustainable ocean management, Norway

From rocks to pixels: a comprehensive framework for grain shape characterization through image analysis of roundness and roughness descriptors

Scale-adaptive and mask refinement modules for accurate alluvial fan boundary detection in remote sensing data

Spatial typologies and structural characteristics of Jiangnan water town settlements: a “water system–human settlement” perspective

Research on solar photovoltaic panel layout based on compressed LiDAR point cloud

On evaluating the possible hazard of soil contamination in arid regions using statistical analysis and GIS techniques

GKCAE: A graph-attention-based encoder for fine-grained semantic segmentation of high-voltage transmission corridors scenario LiDAR data

Advanced methods for geological interpretation of depositional environments and lithofacies: insights into hydrocarbon potential in the northern Norwegian North Sea

Editorial: Emerging trends and advancements of geoinformatics applications in earth and environmental systems

Spatio-temporal evolution and spatial patterns of traditional villages under multi-dimensional influential factors—a case study of Zhejiang Province, China

Optimization of nano-microsphere flooding and injection-production for tight oil reservoirs based on the three-dimensional physical model

A novel generative adversarial network framework for super-resolution reconstruction of remote sensing

Assessing named entity recognition by using geoscience domain schemas: the case of mineral systems

The impact of landscape patterns on surface runoff in the central urban area of Chengdu

Cyclone surge inundation susceptibility assessment in Bangladesh coast through geospatial techniques and machine learning algorithms: a comparative study between an island and a mangrove protected area

Determination of geospatial criteria and prediction of potential areas for porphyry copper deposits in Kazakhstan

Corrigendum: Advanced machine learning artificial neural network classifier for lithology identification using Bayesian optimization

From rocks to pixels: a comprehensive framework for grain shape characterization through the image analysis of size, orientation, and form descriptors

Automating band selection for hyperspectral indices: bridging AVIRIS-NG and Sentinel-2 satellite data for earth science applications

Assessment of degraded lands in the Ile-Balkhash region, Kazakhstan

A comparative analysis of five land surface temperature downscaling methods in plateau mountainous areas

Wavefield-reconstruction-based full waveform inversion on noisy data in seismic exploration

Soil salinization prediction through feature selection and machine learning at the irrigation district scale