Volume 15, Issue 4 | Earth Science Informatics

Search all Earth Science Informatics articles

Volume 15, Issue 4

December 2022

Filter by

Volume:

Sort by

Date published:

New to old Old to new

42 articles in this issue

Landslide identification using machine learning techniques: Review, motivation, and future prospects
Sreelakshmi S.
Vinod Chandra S. S.
E. Shaji
Review 03 November 2022 Pages: 2063 - 2090
Mapping of groundwater potential zones in Pohru Watershed of Jhelum Basin-Western Himalaya, India using integrated approach of remote sensing, GIS and AHP
Abid Farooq Rather
Rayees Ahmed
Pervez Ahmed
Research 20 July 2022 Pages: 2091 - 2107
Assessment of long-term impact of solar activity on the ionosphere over an African equatorial GNSS station
Mefe Moses
Sampad Kumar Panda
Kola Lawal
Research 08 September 2022 Pages: 2109 - 2117
Logging curve prediction method based on CNN-LSTM-attention
Mingjiang Shi
Bohan Yang
Dingsheng Ye
Research 13 September 2022 Pages: 2119 - 2131
Analysis of rate of penetration prediction in drilling using data-driven models based on weight on hook measurement
Abbas Hashemizadeh
Ehsan Bahonar
Mohammad Simjoo
Research 13 September 2022 Pages: 2133 - 2153
Estimating SWRC parameters and unsaturated hydraulic permeability by improved Jaya and hybrid improved jaya optimization algorithms
Reza Askary
Mohsen Najarchi
Hossein Mazaheri
Research 15 September 2022 Pages: 2155 - 2169
Part of 1 collection:

Technical Innovations to Increase Scientific Access to Earth Observation Data
Non-linear magnetoconvection in a bidispersive porous layer: a brinkman model
Mahesh Singh
Ravi Ragoju
Christophe Chesneau
Research 15 September 2022 Pages: 2171 - 2180
A novel country-level integrated image mosaic system using optical remote sensing imagery
Indranil Misra
Mukesh Kumar Rohil
Debajyoti Dhar
Research 29 September 2022 Pages: 2181 - 2193
Analysis and interpretation of Ilorin aeromagnetic data, North—Central, Nigeria, using geostatistical techniques
Fidelis Olatoyosi Ogunsanwo
Vitalis Chidi Ozebo
Joseph Adeniyi Olowofela
Research 04 October 2022 Pages: 2195 - 2212
Part of 1 collection:

Spatiotemporal Data Science: Theoretical Advances and Applications in Earth Science
A combined model based on data decomposition and multi-model weighted optimization for precipitable water vapor forecasting
Menggang Kou
Wenyu Zhang
Xinyu Zhang
Research 07 October 2022 Pages: 2213 - 2230
Part of 1 collection:

Sustainable Development Goal 13: Climate Action (ESIN)
Investigation of accuracy of PPP and PPP-AR methods for direct georeferencing in UAV photogrammetry
Taylan Ocalan
Tarik Turk
Mert Gurturk
Research 11 October 2022 Pages: 2231 - 2238
Multispectral UAV and satellite images for digital soil modeling with gradient descent boosting and artificial neural network
Turgay Dindaroğlu
Miraç Kılıç
Mahmoud Seleiman
Research 12 October 2022 Pages: 2239 - 2263
Semantic segmentation and quantification of trees in an orchard using UAV orthophoto
Seyma Akca
Nizar Polat
Research 12 October 2022 Pages: 2265 - 2274
Comparative assessment of satellite images spectral characteristics in identifying the different levels of soil salinization using machine learning techniques in Google Earth Engine
S. Kabiraj
M. Jayanthi
M. Duraisamy
Research 17 October 2022 Pages: 2275 - 2288
A novel strategy for classifying spectral-spatial shallow and deep hyperspectral image features using 1D-EWT and 3D-CNN
Sandeep Kumar Ladi
G K Panda
Pradeep Kumar Ladi
Research 20 October 2022 Pages: 2289 - 2301
Part of 1 collection:

Spatiotemporal Data Science: Theoretical Advances and Applications in Earth Science
Prediction of thermal conductivity of granitic rock: an application of arithmetic and salp swarm algorithms optimized ANN
Abiodun Ismail Lawal
Sangki Kwon
Moshood Onifade
Research 25 October 2022 Pages: 2303 - 2317
Estimation of the amplification properties of soil through HVSR inversion based on an elitist genetic algorithm
Özkan Kafadar
Çağrı İmamoğlu
Research 29 October 2022 Pages: 2319 - 2334
FCD-R2U-net: Forest change detection in bi-temporal satellite images using the recurrent residual-based U-net
Ehsan Khankeshizadeh
Ali Mohammadzadeh
Amin Mohsenifar
Research 02 November 2022 Pages: 2335 - 2347
Part of 2 collections:

Spatiotemporal Data Science: Theoretical Advances and Applications in Earth Science

Sustainable Development Goal 13: Climate Action (ESIN)
Oil palm yield prediction across blocks from multi-source data using machine learning and deep learning
Yuhao Ang
Helmi Zulhaidi Mohd Shafri
Mohd Na’aim Samad
Research 02 November 2022 Pages: 2349 - 2367
GIS-based hybrid machine learning for flood susceptibility prediction in the Nhat Le–Kien Giang watershed, Vietnam
Huu Duy Nguyen
Research Article 24 June 2022 Pages: 2369 - 2386
Part of 1 collection:

Sustainable Development Goal 13: Climate Action (ESIN)
Prospectivity mapping of orogenic lode gold deposits using fuzzy models: a case study of Saqqez area, NW of Iran
Fanous Mohammadi
Majid H. Tangestani
Mohammad H. Tayebi
Research Article 25 June 2022 Pages: 2387 - 2404
Identification of areas at the risk of landslide via the short-time Fourier transform
Zohre Hoseinzade
Maryam Mokhtari
Neda Sadat Miresmaeili
Research Article 29 June 2022 Pages: 2405 - 2413
Comparative analysis of machine learning algorithms and statistical models for predicting crown width of Larix olgensis
Siyu Qiu
Ruiting Liang
Yujun Sun
Research Article 05 August 2022 Pages: 2415 - 2429
Evaluating different machine learning algorithms for snow water equivalent prediction
Mehdi Vafakhah
Ali Nasiri Khiavi
Hojatolah Ganjkhanlo
Research Article 06 August 2022 Pages: 2431 - 2445
Performance analysis of open-source DEMs in tsunami inundation modelling
Duygu Tufekci-Enginar
Gozde Guney Dogan
Ahmet Cevdet Yalciner
Research Article 06 August 2022 Pages: 2447 - 2466
Artificial neural network methodology: application to predict plasticity of clay soil treated with sand
Salima Amri
Rabah Hamzaoui
Mahmoud Serraye
Research Article 09 August 2022 Pages: 2467 - 2479
Sensitivity analysis of water inrush evaluation model based on the theory of water resistant key strata: a case study in a coal mine, China
Qiang Li
Xiangxi Meng
YuBen Liu
Research Article 09 August 2022 Pages: 2481 - 2494
Part of 1 collection:

Social Impacts of Geological Hazards and Preventive Measures
Non-normal distribution of radon and residual radon and short-term abnormal precursors of residual radon before major earthquakes
Xiaobing Jin
Junwei Bu
Xiang Cheng
Research Article 16 August 2022 Pages: 2495 - 2511
Correction to: Non-normal distribution of radon and residual radon and short-term abnormal precursors of residual radon before major earthquakes
Xiaobing Jin
Junwei Bu
Xiang Cheng
Correction 06 September 2022 Pages: 2513 - 2513
Multi-step Lake Urmia water level forecasting using ensemble of bagging based tree models
Rasul Hajian
Mohammad Reza Jalali
Reza Mastouri
Research Article 16 August 2022 Pages: 2515 - 2543
Analysis of surface temperature in an urban area using supervised spatial autocorrelation and Moran’s I
Youngbae Song
Jaeyi Song
Research Article 17 August 2022 Pages: 2545 - 2552
A multiscale 3D convolution with context attention network for hyperspectral image classification
Linfeng Wu
Huajun Wang
Tong Zhang
Research Article 23 August 2022 Pages: 2553 - 2569
Prediction of hydraulic conductivity based on the soil grain size using supervised committee machine artificial intelligence
Mohammad Khalili-Maleki
Ramin Vafaei Poursorkhabi
Rouzbeh Dabiri
Research Article 05 September 2022 Pages: 2571 - 2583
Geodetic first order data assimilation using an extended Kalman filtering technique
Ikechukwu Kalu
Christopher E. Ndehedehe
Vagner G. Ferreira
Research Article 04 October 2022 Pages: 2585 - 2599
The transition from Palaeo-Asian to marginal Pacific tectonic domain experienced in the Eastern North China Craton: evidence from Late Jurassic sediment provenance in the North Yellow Sea Basin
Haitian Yu
Zhongjie Xu
Zhen Zhang
Research Article 04 October 2022 Pages: 2601 - 2618
Geospatial modeling using hybrid machine learning approach for flood susceptibility
Bibhu Prasad Mishra
Dillip Kumar Ghose
Deba Prakash Satapathy
Research Article 06 October 2022 Pages: 2619 - 2636
Integrating the Particle Swarm Optimization (PSO) with machine learning methods for improving the accuracy of the landslide susceptibility model
Sunil Saha
Anik Saha
Barnali Kundu
Research Article 18 October 2022 Pages: 2637 - 2662
Correction to: Integrating the Particle Swarm Optimization (PSO) with machine learning methods for improving the accuracy of the landslide susceptibility model
Sunil Saha
Anik Saha
Barnali Kundu
Correction 04 November 2022 Pages: 2663 - 2664
Modeling of structural features from aeromagnetic maps using an improved deep learning technique
Oluwaseun Samuel Ogungbemi
Kazeem Oyebode
Adebayo Tajudeen Ogunyemi
Research Article 22 October 2022 Pages: 2665 - 2671
Interaction of image fusion techniques and atmospheric correction for improve SVM accuracy
Jwan Al-Doski
Faez M. Hassan
Aus A. Najim
Research Article 28 October 2022 Pages: 2673 - 2687
Part of 1 collection:

Sustainable Development Goal 13: Climate Action (ESIN)
Land subsidence calculation model under the coupling effect of groundwater and coal mining
Yiguo Xue
Hong Chen
Xudong Jiang
Methodology 22 August 2022 Pages: 2689 - 2701
A robust autonomous navigation and mapping system based on GPS and LiDAR data for unconstraint environment
Jignesh Patoliya
Hiren Mewada
Seifedine Kadry
Research Article 02 April 2022 Pages: 2703 - 2715