Variogram | List of Frontiers open access articles

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

3,380 views
3 citations

Original Research

Published on 10 Nov 2020

Stochastic Simulation of the Spatial Heterogeneity of Deltaic Hydrofacies Accounting for the Uncertainty of Facies Proportions

in Hydrosphere

S. Jorreto-Zaguirre
P.A. Dowd
E. Pardo-Igúzquiza
A. Pulido-Bosch
F. Sánchez-Martos

Frontiers in Earth Science

doi 10.3389/feart.2020.563122

3,834 views
9 citations

Original Research

Published on 18 Apr 2024

Inverse problem assisted multivariate geostatistical model for identification of transmissivity fields

in Water Resource Management

Aditya Kapoor
Deepak Kashyap

Frontiers in Water

doi 10.3389/frwa.2024.1380761

1,794 views

Original Research

Published on 21 Jan 2022

Investigating Rainfall Patterns in the Hubei Province, China and Northern Italy During the Covid-19 Lockdowns

in Climate Services

Ridwana Binte Sharif
Paul Houser
Valentina Aquila
Viviana Maggioni

Frontiers in Climate

doi 10.3389/fclim.2021.799054

3,019 views
3 citations

Original Research

Published on 09 Nov 2023

Spatial structure of in situ reflectance in coastal and inland waters: implications for satellite validation

in Multi- and Hyper-Spectral Imaging

Thomas M. Jordan
Stefan G. H. Simis
Nick Selmes
Giulia Sent
Federico Ienna
Victor Martinez-Vicente

Frontiers in Remote Sensing

doi 10.3389/frsen.2023.1249521

3,050 views
4 citations

Original Research

Published on 06 Feb 2024

Predicting rock mass rating ahead of the tunnel face with Bayesian estimation

in Geohazards and Georisks

Xiaojun Li
Ziyang Chen
Li Tang
Chao Chen
Tao Li
Jiaxin Ling
Yanyun Lu
Yi Rui

Frontiers in Earth Science

doi 10.3389/feart.2024.1333117

3,006 views
7 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

1,673 views

Articles

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

Stochastic Simulation of the Spatial Heterogeneity of Deltaic Hydrofacies Accounting for the Uncertainty of Facies Proportions

Inverse problem assisted multivariate geostatistical model for identification of transmissivity fields

Investigating Rainfall Patterns in the Hubei Province, China and Northern Italy During the Covid-19 Lockdowns

Spatial structure of in situ reflectance in coastal and inland waters: implications for satellite validation

Predicting rock mass rating ahead of the tunnel face with Bayesian estimation

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