Frontiers in Earth Science

Original Research

Accepted on 13 Feb 2026

Precision Classification and Governance of Mining Development Based on Resource Endowment and Spatial Patterns: A Case Study of Northern Xinjiang, China

in Geoinformatics

Tianhui Li
Gengshuo Tian
Yao Shi
Fengwei Zhang
Wenxue Wang
Wenting Cui

Frontiers in Earth Science

292 views

Original Research

Published on 12 Feb 2026

Semantic rule-guided three-dimensional reservoir modeling method using an improved multiple-point geostatistics simulation

in Geoinformatics

Qiyu Chen
HuanHuan Li
Lei Xun
Dajie Chen
Hongfeng Fang
Gang Liu

Frontiers in Earth Science

doi 10.3389/feart.2026.1766398

346 views

Original Research

Accepted on 05 Feb 2026

A Hybrid Deep Learning Framework for Multi-Source Data Fusion and Super-Resolution Mapping in AI-Powered Earth Observation Applications

in Geoinformatics

Ming Deng

Frontiers in Earth Science

152 views

Original Research

Accepted on 03 Feb 2026

Knowledge Graph-Driven Decision Support for Cross-Regional Solid Mineral Deposits

in Geoinformatics

Le Gao
Jianhua Ma
Qinger Tang
Gnanachandrasamy Gopalakrishnan
Zihao Lu
Manchu Mai
Jie Li

Frontiers in Earth Science

224 views

Original Research

Published on 26 Jan 2026

Co-simulation of continuous and categorical variables: application in the Shuiyindong gold deposit modeling

in Geoinformatics

Jianpeng Zeng
Yurong Hong
Chengbin Wang
Jianguo Chen
Jianzhong Liu

Frontiers in Earth Science

doi 10.3389/feart.2026.1749476

628 views

Original Research

Published on 14 Jan 2026

Analysis of dust pollution effect after blasting and dust removal parameters under hybrid ventilation in digging face

in Geoinformatics

Jie Liu
Chenwei Hao
Wanqing Wang
Xuehua Luo
Liangyun Teng
Fei Cai
Yi Chen

Frontiers in Earth Science

doi 10.3389/feart.2025.1639226

653 views

Original Research

Accepted on 22 Dec 2025

MVarGOSIM: An MPS Algorithm for Characterizing Complex Structures with Multiple Variables

in Geoinformatics

Yonghua Chen
Weisheng Hou
Yanhua Li
Shuwan Ye

Frontiers in Earth Science

285 views

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

1,242 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

1,349 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

2,177 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

1,445 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

2,881 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

1,955 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

3,032 views
2 citations

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

2,006 views
1 citation

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

2,323 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

2,477 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

2,906 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

1,712 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

4,317 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

3,152 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

2,472 views
2 citations

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

2,053 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

3,493 views
2 citations

76 articles

articles

Precision Classification and Governance of Mining Development Based on Resource Endowment and Spatial Patterns: A Case Study of Northern Xinjiang, China

Semantic rule-guided three-dimensional reservoir modeling method using an improved multiple-point geostatistics simulation

A Hybrid Deep Learning Framework for Multi-Source Data Fusion and Super-Resolution Mapping in AI-Powered Earth Observation Applications

Knowledge Graph-Driven Decision Support for Cross-Regional Solid Mineral Deposits

Co-simulation of continuous and categorical variables: application in the Shuiyindong gold deposit modeling

Analysis of dust pollution effect after blasting and dust removal parameters under hybrid ventilation in digging face

MVarGOSIM: An MPS Algorithm for Characterizing Complex Structures with Multiple Variables

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