Frontiers in Earth Science

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

2,935 views
2 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

4,695 views
5 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

4,035 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

2,965 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

1,751 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

4,772 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

1,571 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

1,536 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

1,479 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

2,046 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

2,088 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

2,416 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

3,924 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

3,522 views
3 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

5,161 views
7 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

3,045 views
12 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

2,490 views
4 citations

Correction

Published on 26 Jan 2024

Corrigendum: Research on neural network prediction method for upgrading scale of natural gas reserves

in Geoinformatics

Weiyun Zhan
Haitao Li
Xuefeng Wu
Jingyue Zhang
Chenxi Liu
Dongming Zhang

Frontiers in Earth Science

doi 10.3389/feart.2024.1366700

1,290 views

Original Research

Published on 11 Jan 2024

Arching of force chains in excavated granular material

in Geoinformatics

Meimei Wang
Jin-An Wang
Fei Li
Chao Liang
Liu Yang

Frontiers in Earth Science

doi 10.3389/feart.2023.1322038

1,927 views
2 citations

Original Research

Published on 09 Jan 2024

The impact of climate and land use changes on nitrogen and phosphorus pollution in the Luhun Lake Basin, China

in Geoinformatics

Xu Yang
Shike Qiu
Chao Wang
Limin Hao

Frontiers in Earth Science

doi 10.3389/feart.2023.1302804

1,584 views
5 citations

Original Research

Published on 08 Jan 2024

Enhancing rock and soil hazard monitoring in open-pit mining operations through ultra-short-term wind speed prediction

in Geoinformatics

Pengxiang Sun
Juan Wang
Zhenguo Yan

Frontiers in Earth Science

doi 10.3389/feart.2023.1297690

1,914 views
2 citations

Original Research

Published on 03 Jan 2024

Three-dimensional reconstruction optimization of tunnel face and intelligent extraction of discontinuity orientation based on binocular stereo vision

in Geoinformatics

Min Song
Quan Ma
Wenpin Yan
Haiqiang Lv
Leping Ren
Qinzheng Yang
Hongtian Wang
Ying Zhao
Ang Li

Frontiers in Earth Science

doi 10.3389/feart.2023.1314378

2,930 views
3 citations

Original Research

Published on 29 Dec 2023

Spatial characteristics and cultural factors of Yi nationality traditional dwellings based on spatial syntax

in Geoinformatics

Qin Lai
Wei Liu
Xing Li
Qiu Jin

Frontiers in Earth Science

doi 10.3389/feart.2023.1330142

3,246 views
10 citations

Original Research

Published on 29 Dec 2023

Experimental study on gas and coal dust explosive overpressure and flame dynamic characteristics in an engineering-level test roadway

in Geoinformatics

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

Frontiers in Earth Science

doi 10.3389/feart.2023.1330932

1,711 views
3 citations

68 articles

articles

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

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

Insulator defect detection based on improved Yolov5s

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

Corrigendum: Research on neural network prediction method for upgrading scale of natural gas reserves

Arching of force chains in excavated granular material

The impact of climate and land use changes on nitrogen and phosphorus pollution in the Luhun Lake Basin, China

Enhancing rock and soil hazard monitoring in open-pit mining operations through ultra-short-term wind speed prediction

Three-dimensional reconstruction optimization of tunnel face and intelligent extraction of discontinuity orientation based on binocular stereo vision

Spatial characteristics and cultural factors of Yi nationality traditional dwellings based on spatial syntax

Experimental study on gas and coal dust explosive overpressure and flame dynamic characteristics in an engineering-level test roadway