Frontiers in Earth Science

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

267 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

165 views

Original Research

Accepted on 10 Jan 2025

From Rocks to Pixels: A Comprehensive Framework for Grain Shape Characterization through the Image Analysis of Size, Orientation, and Form Descriptors

in Geoinformatics

Arnaud L. Back
Cyril Kana Tepakbong
L. Paul Bédard
Amadou Barry

Frontiers in Earth Science

doi 10.3389/feart.2025.1508690

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

259 views

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

373 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

259 views

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

221 views

Correction

Accepted on 13 Dec 2024

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

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

502 views

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

671 views

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

868 views

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

766 views

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

688 views

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

1,999 views

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

638 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

731 views

Navigation group

Articles

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

From Rocks to Pixels: A Comprehensive Framework for Grain Shape Characterization through the Image Analysis of Size, Orientation, and Form Descriptors

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

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

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