Frontiers in Earth Science

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

4,033 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

2,256 views
1 citation

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

2,620 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

3,501 views
3 citations

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

1,889 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

2,564 views
6 citations

Original Research

Published on 23 Dec 2024

Adaptability evaluation of the FIRST model in Hobq Desert, northern China

in Geoinformatics

Xinqian Zheng
Fan Yang
Jingshu Wang
Lishuai Xu
Silalan Abudukade
Mingjie Ma
Yingwei Sun

Frontiers in Earth Science

doi 10.3389/feart.2024.1493726

1,176 views

Original Research

Published on 12 Dec 2024

Geostatistics and artificial intelligence coupling: advanced machine learning neural network regressor for experimental variogram modelling 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.2024.1474586

3,281 views
3 citations

Original Research

Published on 11 Dec 2024

Fifty years of land use and land cover mapping in the United Arab Emirates: a machine learning approach using Landsat satellite data

in Geoinformatics

Mubbashra Sultan
Salem Issa
Basam Dahy
Nazmi Saleous
Mabrouk Sami

Frontiers in Earth Science

doi 10.3389/feart.2024.1510510

5,394 views
6 citations

Original Research

Published on 20 Nov 2024

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.2024.1473325

4,326 views
3 citations

Original Research

Published on 16 Oct 2024

Identification of subsurface archaeology at Mutaredh, United Arab Emirates, using ground penetrating radar

in Geoinformatics

Sonia Santos-Assunção
Moamen Ali
Mohammed Y. Ali
Diana Francis
Peter Sheehan
Waleed Awad Omar
Muhammad Asim Iqbal

Frontiers in Earth Science

doi 10.3389/feart.2024.1450518

3,368 views
3 citations

Original Research

Published on 07 Oct 2024

Investigating the impact of climate and land use changes on soil erosion in the Anning River basin in China

in Geoinformatics

Chuan Luo
Shanshan Pu
Guo Yu

Frontiers in Earth Science

doi 10.3389/feart.2024.1416387

1,928 views
3 citations

Original Research

Published on 13 Sep 2024

Construction and application of multi-scale 3D geological models: an example from Qingdao City, China

in Geoinformatics

Dong Ji
Jing Hou
Zhiliang Cheng
Shuai Wei
Yue Zhai
Wenhao Li

Frontiers in Earth Science

doi 10.3389/feart.2024.1435824

5,368 views
4 citations

Original Research

Published on 16 Jul 2024

Identification of dominant tree species based on Resource-1 02D hyperspectral image data

in Geoinformatics

Jingchun Zhou
Zhanyong Feng
Yiping Li
Jinliang Wang
Xiangrui Meng
Yuan Liu
Shaobo Qiu

Frontiers in Earth Science

doi 10.3389/feart.2024.1418865

1,712 views

Original Research

Published on 07 Jun 2024

A parameter inversion method for the probability integral method based on robust ridge estimation

in Geoinformatics

Jie Lou

Frontiers in Earth Science

doi 10.3389/feart.2023.1330163

1,757 views
3 citations

Original Research

Published on 06 Jun 2024

3D spatial distribution of soil pollutants based on geo-shadowing anisotropic RBF-PCA

in Geoinformatics

Xiaodong Wang
Juanhua Liao
Ren Gui
Meiting Shu
Jia Liu
Dengke Zhang
Fei Zhu
Qiurong Li

Frontiers in Earth Science

doi 10.3389/feart.2024.1343731

1,639 views

Original Research

Published on 09 May 2024

An efficient method for modeling and evaluating the bench terrain of open-pit mines

in Geoinformatics

Bonan Wang
Bing Gong
Wei Xu
Xiaoshan Shi

Frontiers in Earth Science

doi 10.3389/feart.2024.1351352

2,518 views
1 citation

Original Research

Published on 08 Apr 2024

Vegetation extraction in riparian zones based on UAV visible light images and marked watershed algorithm

in Geoinformatics

Yuanjie Ma
Xu Chen
Yaping Zhang

Frontiers in Earth Science

doi 10.3389/feart.2024.1363571

2,394 views
3 citations

Original Research

Published on 18 Mar 2024

Dynamic deformation and meso-structure of coarse-grained saline soil under cyclic loading with freeze-thaw cycles

in Geoinformatics

Qi Wan
Xiaohua Yang
Rui Wang
Zhiheng Zhu

Frontiers in Earth Science

doi 10.3389/feart.2024.1361620

2,723 views
6 citations

Original Research

Published on 08 Mar 2024

Can land-use and land-cover change explain reduced resilience in forests?

in Geoinformatics

Sara Alibakhshi
Hossein Azadi
Leonardo Espinosa-Leal

Frontiers in Earth Science

doi 10.3389/feart.2024.1317188

4,186 views
5 citations

Original Research

Published on 23 Feb 2024

Time series subsidence evaluation using NSBAS InSAR: a case study of twin megacities (Rawalpindi and Islamabad) in Pakistan

in Geoinformatics

Waqar Ali Zafar
Farhan Javed
Rizwan Ahmed
Muhammad Ali Shah
Mahmood Ahmad
Muhammad Younis Khan
Gamil M. S. Abdullah
Daud Khan
Taoufik Najeh
Yaser Gamil

Frontiers in Earth Science

doi 10.3389/feart.2024.1336530

3,809 views
3 citations

Original Research

Published on 21 Feb 2024

Insulator defect detection based on improved Yolov5s

in Geoinformatics

Dehong Wei
Bo Hu
Chaoyang Shan
Hanlin Liu

Frontiers in Earth Science

doi 10.3389/feart.2023.1337982

3,520 views
14 citations

Original Research

Published on 21 Feb 2024

Soil degradation in andean watersheds: a case study using remote sensing

in Geoinformatics

Fernando Oñate-Valdivieso
Arianna Oñate-Paladines
Ricardo Díaz

Frontiers in Earth Science

doi 10.3389/feart.2024.1325189

5,621 views
7 citations

Original Research

Published on 05 Feb 2024

Experimental study on characteristics of flame propagation and pressure development evolution during methane-air explosion in different pipeline structures

in Geoinformatics

Rongjun Si
Leilin Zhang
Yihui Niu
Lei Wang
Zichao Huang
Quansheng Jia
Ziran Li

Frontiers in Earth Science

doi 10.3389/feart.2024.1358876

2,790 views
4 citations

75 articles

articles

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

Adaptability evaluation of the FIRST model in Hobq Desert, northern China

Geostatistics and artificial intelligence coupling: advanced machine learning neural network regressor for experimental variogram modelling using Bayesian optimization

Fifty years of land use and land cover mapping in the United Arab Emirates: a machine learning approach using Landsat satellite data

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

Identification of subsurface archaeology at Mutaredh, United Arab Emirates, using ground penetrating radar

Investigating the impact of climate and land use changes on soil erosion in the Anning River basin in China

Construction and application of multi-scale 3D geological models: an example from Qingdao City, China

Identification of dominant tree species based on Resource-1 02D hyperspectral image data

A parameter inversion method for the probability integral method based on robust ridge estimation

3D spatial distribution of soil pollutants based on geo-shadowing anisotropic RBF-PCA

An efficient method for modeling and evaluating the bench terrain of open-pit mines

Vegetation extraction in riparian zones based on UAV visible light images and marked watershed algorithm

Dynamic deformation and meso-structure of coarse-grained saline soil under cyclic loading with freeze-thaw cycles

Can land-use and land-cover change explain reduced resilience in forests?

Time series subsidence evaluation using NSBAS InSAR: a case study of twin megacities (Rawalpindi and Islamabad) in Pakistan

Insulator defect detection based on improved Yolov5s

Soil degradation in andean watersheds: a case study using remote sensing

Experimental study on characteristics of flame propagation and pressure development evolution during methane-air explosion in different pipeline structures