Ausgabe 4/2022
Inhalt (42 Artikel)
Landslide identification using machine learning techniques: Review, motivation, and future prospects
- Review
Sreelakshmi S., Vinod Chandra S. S., E. Shaji
Mapping of groundwater potential zones in Pohru Watershed of Jhelum Basin-Western Himalaya, India using integrated approach of remote sensing, GIS and AHP
- Research
Abid Farooq Rather, Rayees Ahmed, Gowhar Farooq Wani, Syed Towseef Ahmad, Tanveer Dar, Sumaira Javaid, Pervez Ahmed
Assessment of long-term impact of solar activity on the ionosphere over an African equatorial GNSS station
- Research
Mefe Moses, Sampad Kumar Panda, Joseph D. Dodo, Lazarus M. Ojigi, Kola Lawal
Logging curve prediction method based on CNN-LSTM-attention
- Research
Mingjiang Shi, Bohan Yang, Rui Chen, Dingsheng Ye
Analysis of rate of penetration prediction in drilling using data-driven models based on weight on hook measurement
- Research
Abbas Hashemizadeh, Ehsan Bahonar, Mohammad Chahardowli, Hossein Kheirollahi, Mohammad Simjoo
Estimating SWRC parameters and unsaturated hydraulic permeability by improved Jaya and hybrid improved jaya optimization algorithms
- Research
Reza Askary, Mohsen Najarchi, Hossein Mazaheri
Non-linear magnetoconvection in a bidispersive porous layer: a brinkman model
- Research
Mahesh Singh, Ravi Ragoju, G. Shiva Kumar Reddy, Anjanna Matta, Kiran Kumar Paidipati, Christophe Chesneau
A novel country-level integrated image mosaic system using optical remote sensing imagery
- Research
Indranil Misra, Mukesh Kumar Rohil, S. Manthira Moorthi, Debajyoti Dhar
Analysis and interpretation of Ilorin aeromagnetic data, North—Central, Nigeria, using geostatistical techniques
- Research
Fidelis Olatoyosi Ogunsanwo, Vitalis Chidi Ozebo, Oluwaseun Tolutope Olurin, Jacob Dele Ayanda, Joseph Olalekan Coker, Joseph Muyiwa Olumoyegun, Ayobamidele Dele Adelaja, Elijah Olukayode Falayi, Johnson Olufemi Adepitan, Joseph Adeniyi Olowofela
A combined model based on data decomposition and multi-model weighted optimization for precipitable water vapor forecasting
- Research
Menggang Kou, Wenyu Zhang, Jing Ren, Xinyu Zhang
Investigation of accuracy of PPP and PPP-AR methods for direct georeferencing in UAV photogrammetry
- Research
Taylan Ocalan, Tarik Turk, Nursu Tunalioglu, Mert Gurturk
Multispectral UAV and satellite images for digital soil modeling with gradient descent boosting and artificial neural network
- Research
Turgay Dindaroğlu, Miraç Kılıç, Elif Günal, Recep Gündoğan, Abdullah E. Akay, Mahmoud Seleiman
Semantic segmentation and quantification of trees in an orchard using UAV orthophoto
- Research
Seyma Akca, Nizar Polat
Comparative assessment of satellite images spectral characteristics in identifying the different levels of soil salinization using machine learning techniques in Google Earth Engine
- Research
S. Kabiraj, M. Jayanthi, S. Vijayakumar, M. Duraisamy
A novel strategy for classifying spectral-spatial shallow and deep hyperspectral image features using 1D-EWT and 3D-CNN
- Research
Sandeep Kumar Ladi, G K Panda, Ratnakar Dash, Pradeep Kumar Ladi
Prediction of thermal conductivity of granitic rock: an application of arithmetic and salp swarm algorithms optimized ANN
- Research
Abiodun Ismail Lawal, Sangki Kwon, Minju Kim, Adeyemi Emman Aladejare, Moshood Onifade
Estimation of the amplification properties of soil through HVSR inversion based on an elitist genetic algorithm
- Research
Özkan Kafadar, Çağrı İmamoğlu
FCD-R2U-net: Forest change detection in bi-temporal satellite images using the recurrent residual-based U-net
- Research
Ehsan Khankeshizadeh, Ali Mohammadzadeh, Armin Moghimi, Amin Mohsenifar
Oil palm yield prediction across blocks from multi-source data using machine learning and deep learning
- Research
Yuhao Ang, Helmi Zulhaidi Mohd Shafri, Yang Ping Lee, Shahrul Azman Bakar, Haryati Abidin, Mohd Umar Ubaydah Mohd Junaidi, Shaiful Jahari Hashim, Nik Norasma Che’Ya, Mohd Roshdi Hassan, Hwee San Lim, Rosni Abdullah, Yusri Yusup, Syahidah Akmal Muhammad, Sin Yin Teh, Mohd Na’aim Samad
GIS-based hybrid machine learning for flood susceptibility prediction in the Nhat Le–Kien Giang watershed, Vietnam
- Research Article
Huu Duy Nguyen
Prospectivity mapping of orogenic lode gold deposits using fuzzy models: a case study of Saqqez area, NW of Iran
- Research Article
Fanous Mohammadi, Majid H. Tangestani, Mohammad H. Tayebi
Identification of areas at the risk of landslide via the short-time Fourier transform
- Research Article
Zohre Hoseinzade, Maryam Mokhtari, Kourosh Shirani, Neda Sadat Miresmaeili
Comparative analysis of machine learning algorithms and statistical models for predicting crown width of Larix olgensis
- Research Article
Siyu Qiu, Ruiting Liang, Yifu Wang, Mi Luo, Yujun Sun
Evaluating different machine learning algorithms for snow water equivalent prediction
- Research Article
Mehdi Vafakhah, Ali Nasiri Khiavi, Saeid Janizadeh, Hojatolah Ganjkhanlo
Performance analysis of open-source DEMs in tsunami inundation modelling
- Research Article
Duygu Tufekci-Enginar, Gozde Guney Dogan, Mehmet Lutfi Suzen, Ahmet Cevdet Yalciner
Artificial neural network methodology: application to predict plasticity of clay soil treated with sand
- Research Article
Salima Amri, Rabah Hamzaoui, Abdelkrim Bennabi, Mustapha Akchiche, Mahmoud Serraye
Sensitivity analysis of water inrush evaluation model based on the theory of water resistant key strata: a case study in a coal mine, China
- Research Article
Qiang Li, Xiangxi Meng, YuBen Liu
Non-normal distribution of radon and residual radon and short-term abnormal precursors of residual radon before major earthquakes
- Research Article
Xiaobing Jin, Junwei Bu, Guilan Qiu, Li Ma, Zhongming Chen, Tao Chen, Junwei Wu, Bo Pan, Hai Ji, Jingxuan Tian, Xiaoxiao Wu, Zhipeng Li, Liang Zhang, Chang Liu, Xiaoli Zhao, Xiang Cheng
Correction to: Non-normal distribution of radon and residual radon and short-term abnormal precursors of residual radon before major earthquakes
- Correction
Xiaobing Jin, Junwei Bu, Guilan Qiu, Li Ma, Zhongming Chen, Tao Chen, Junwei Wu, Bo Pan, Hai Ji, Jingxuan Tian, Xiaoxiao Wu, Zhipeng Li, Liang Zhang, Chang Liu, Xiaoli Zhao, Xiang Cheng
Multi-step Lake Urmia water level forecasting using ensemble of bagging based tree models
- Research Article
Rasul Hajian, Mohammad Reza Jalali, Reza Mastouri
Analysis of surface temperature in an urban area using supervised spatial autocorrelation and Moran’s I
- Research Article
Youngbae Song, Jaeyi Song
A multiscale 3D convolution with context attention network for hyperspectral image classification
- Research Article
Linfeng Wu, Huajun Wang, Tong Zhang
Prediction of hydraulic conductivity based on the soil grain size using supervised committee machine artificial intelligence
- Research Article
Mohammad Khalili-Maleki, Ramin Vafaei Poursorkhabi, Ata Allah Nadiri, Rouzbeh Dabiri
Geodetic first order data assimilation using an extended Kalman filtering technique
- Research Article
Ikechukwu Kalu, Christopher E. Ndehedehe, Onuwa Okwuashi, Aniekan E. Eyoh, Vagner G. Ferreira
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
- Research Article
Haitian Yu, Zhongjie Xu, Rihui Cheng, Duo Wan, Dan Gao, Zhen Zhang
Geospatial modeling using hybrid machine learning approach for flood susceptibility
- Research Article
Bibhu Prasad Mishra, Dillip Kumar Ghose, Deba Prakash Satapathy
Integrating the Particle Swarm Optimization (PSO) with machine learning methods for improving the accuracy of the landslide susceptibility model
- Research Article
Sunil Saha, Anik Saha, Bishnu Roy, Raju Sarkar, Dhruv Bhardwaj, Barnali Kundu
Correction to: Integrating the Particle Swarm Optimization (PSO) with machine learning methods for improving the accuracy of the landslide susceptibility model
- Correction
Sunil Saha, Anik Saha, Bishnu Roy, Raju Sarkar, Dhruv Bhardwaj, Barnali Kundu
Modeling of structural features from aeromagnetic maps using an improved deep learning technique
- Research Article
Oluwaseun Samuel Ogungbemi, Kazeem Oyebode, Ganiyu Olabode Badmus, Adebayo Tajudeen Ogunyemi
Interaction of image fusion techniques and atmospheric correction for improve SVM accuracy
- Research Article
Jwan Al-Doski, Faez M. Hassan, Masayu Norman, Aus A. Najim
Land subsidence calculation model under the coupling effect of groundwater and coal mining
- Methodology
Yiguo Xue, Hong Chen, Fanmeng Kong, Zhiqiang Li, Daohong Qiu, Qiqi Chen, Fan Yang, Xudong Jiang
A robust autonomous navigation and mapping system based on GPS and LiDAR data for unconstraint environment
- Research Article
Jignesh Patoliya, Hiren Mewada, M. Hassaballah, Muhammad Attique Khan, Seifedine Kadry
