Ausgabe 4/2025
Inhalt (62 Artikel)
Integrating nature-inspired refined red-tailed hawk algorithm with enhanced time-series dense encoder for seismic event prediction
- RESEARCH
Priyanka Kumari, Sunil kumar, Ram Kumar Giri, Sanju Kumari Sheshma, Bhupesh Kumar Singh
Spatiotemporal prediction of grassland net primary productivity using deep learning models integrating temporal decomposition and spatial clustering: a case study in source region of the Yellow River, China
- RESEARCH
Fujiang Liu, Tianqi Wu, Weihua Lin, Yan Guo
Integration of android application and GNSS module for geographic information system (GIS) of assets in near real-time
- RESEARCH
S. Z. A. Ismah, M. N. Cahyadi, A. B. Raharjo, F. Taufany, R. Mardiyanto
Optimized machine learning-based enhanced modeling of pile bearing capacity in layered soils using random and grid search techniques
- Open Access
- RESEARCH
Syed Jamal Arbi, Zia ur Rehman, Waqas Hassan, Usama Khalid, Nauman Ijaz, Zain Maqsood, Abbas Haider
Short-term wind speed prediction model based on long short-term memory network with feature extraction
- RESEARCH
Zhongda Tian, Xiyan Yu, Guokui Feng
Geospatial mapping of potential aggregate resources using integrated GIS-AHP, geotechnical, petrographic and machine learning approaches
- Research
Javid Hussain, Nafees Ali, Xiaodong Fu, Jian Chen, Sayed Muhammad Iqbal, Altaf Hussain, Hikmat Salam
Geomechanical characterization of Asmari formation in the Dezful embayment via simultaneous inversion and extended elastic impedance techniques, SW Iran
- RESEARCH
Ahsan Leisi, Navid Shad Manaman
Integrating sentinel-2 and sentinel-3 for actual evapotranspiration estimation across diverse climate zones using the sen-ET plugin and machine learning models
- Research
Shima Amani, Hossein Shafizadeh-Moghadam, Saeed Morid
Ultra-short-term wind speed hybrid forecasting model based on maximal information coefficient-optimized TVF-EMD and resTKAN
- RESEARCH
Chenglin Yang, Wenyu Zhang, Jing Ren, Guoyin Wang, Yining Ma, Mingjun Li
Dynamic evaluation of water inrush potential in ultra-wide working face mining on confined aquifer driven by geophysical data
- RESEARCH
Huiyong Yin, Hongxu Ren, Fangying Dong, Weifu Gao, Daolei Xie, Lifeng Zhang, Tao Wu
Interpretable liquefaction prediction model based on stacking algorithm
- Research
Xiao Long, Rui Sun, Tong Zheng, Yu Wang, Zhaocheng Zhong
A new method using convolutional neural networks to distinguish basalt tectonic settings: breaking through theErnst constraints of incomplete geochemical datasets
- Research
Ming Lei, Jian Li, Wenyan Cai, Qingyi Cui, Xuyan Bian, Dezhou Chen, Zhengyang Zhang
A deep learning and knowledge graph integration framework for intelligent inspection in hydropower stations: a case study of Jiangya hydropower station
- Research
Jinhui Hu, Changtao Deng, Ziyi Wang, Aoxuan Pang, Qiuwen Zhang
Correction: Assessment of future groundwater level using modflow code under different managerial scenarios in the Serres river basin, Greece
- Open Access
- Correction
Christos Mattas, Stylianos Voudouris, Sofia Foti, Konstantinos Voudouris
Predicting offshore downhole rock drillability in complex geological conditions using explainable machine learning and Multi-Source data
- Research
Huayang Li, Quanyou Liu, Jiaao Chen, Chi Zhang, Dantong Liu, Zehui Shi, Xinyi Wang
HiLoF-GAN: high and low frequency information separation GAN for underwater image enhancement
- Research
Jiale Wang, Yitao Liang, Xuxu Yang, Mengjuan Zhao, Juan Xia
APAS-TR: a MATLAB-based open-source software package for multi-GNSS precise point positioning and its performance in strong ionospheric conditions
- Software
Sinan Birinci, Mehmet Halis Saka
G-ABORE: regularizing complex geometry building boundaries from pre-processed building LiDAR points using Bézier curve
- Research
Fevzi Karsli, Emirhan Ozdemir, Murat Bahadir
Mineral resource estimation using spatial copulas and machine learning optimized with metaheuristics in a copper deposit
- Research
Marco A. Cotrina-Teatino, Jairo J. Marquina Araujo, Jose N. Mamani-Quispe, Solio M. Arango-Retamozo, Joe A. Gonzalez-Vasquez, Juan A. Vega-Gonzalez
Machine learning-based identification of potential debris flow catchments in the Wenchuan earthquake region
- Research
Dunlong Liu, Jing Zhou, Xuejia Sang, Dan Tang, Shaojie Zhang, Qiao Chen
A deep learning pipeline for large earthquake analysis using high-rate global navigation satellite system data
- Open Access
- Research
Claudia Quinteros-Cartaya, Javier Quintero-Arenas, Andrea Padilla-Lafarga, Carlos Moraila, Johannes Faber, Wei Li, Jonas Köhler, Nishtha Srivastava
ST-OzoneNet: A spatio-temporal deep learning model for accurate prediction of ozone concentration
- Research
Chaoli Tang, Diandian Zhen, Lingqian Zhang, Fengmei Zhao, Yuanyuan Wei
Exploring challenges in deep learning of single-station ground motion records
- Research
Ümit Mert Çağlar, Baris Yilmaz, Melek Türkmen, Erdem Akagündüz, Salih Tileylioglu
“Runway and airfield associated feature detection from optical and SAR data using machine learning Algorithms”
- Research
Puja Jha, C. Jeganathan
Benchmarking coastal boundary datasets in deep learning applications
- Research
Marc-André Blais, Moulay A. Akhloufi
2S-TOOL: a new open-access tool for the automatic analysis of stress‒strain curves for aquifer system characterization
- Software
María I. Navarro-Hernández, Sergio García-Pozo, Javier Valdes-Abellan, Roberto Tomás
Scientific machine learning in hydrology: a unified perspective
- Review
Adoubi Vincent De Paul Adombi
Correlation between alteration textures and varieties of chromite: case study in Chongjin ophiolite, NE Korean Peninsula
- Research
ChangIl Jong, UnHa Kim, YunSong Kim, CholSu Kim, CholJu Ri, CholJin Ri
Bivariate drought risk assessment under uncertainty using variational bayesian monte carlo-based maximum entropy-copula method
- Research
Asif Iqbal, Tanveer Ahmed Siddiqi
LLM-GeoCWS: a semi-supervised chinese word segmentation method using large language model for geoscience domain
- Research
Deping Chu, Zhuo Tan, Bo Wan, Fang Fang, Shunping Zhou, Yuanjian Zhu, Mingqing Zhu, Yan Wu
Frequency-aware variational autoencoder with reinforcement learning for borehole strain anomaly detection
- Research
XiaoLong Wei, QingJie Liu, ZhiAn Pan
Point estimation and joint confidence interval estimation of three parameters in the generalized Pareto, generalized extreme value, and generalized logistic distributions: a method based on pivotal quantities
- Research
Weiqiang Zheng, Shuguang Liu, Zhengzheng Zhou
Enhanced mineral targeting by using artificial intelligence-based modelling: remotely sensed and geochemical data for harnessing Co-Cr-Ni, and cupriferous mineral prospectivity mapping in Bou Azzer inlier (Central Anti-Atlas, Morocco)
- Research
Abdelhafid El Alaoui El Fels, Soufiane Hajaj, Mustapha El Ghorfi, Abderrahmane Soulaimani
Alteration and lithological mapping using Landsat-8 and ASTER remote sensing sensors in Kafta Humera, Ethiopia
- Research
Fasikaw Tsehay Wubneh, Agenagnew A. Gessesse
A systematic evaluation methodology of deep learning on seismic facies classification
- Methodology
Gabriel Lima, Gabriel Amarante, Willian Barreiros Jr., Matheus T. P. Souza, Wagner Meira Jr., Renato Ferreira, George Teodoro
Fault stick-slip behavior at different dip angles using the DEM method
- Research
Qianbai Zhao, Yong Zhao, Tianhong Yang, Lijie Liu, Pengjiao Zhang
A method for reconstructing logging curves based on Characterization-enhanced Variational Autoencoder
- Research
Xialin Zhang, Jizhen Qu, Zhenjiang Wang, Yang Liu, Zhanglin Li, Liangyu Wang
Study of 3D geological suitability evaluation via machine learning and gray correlation analysis
- Research
Xiaozheng Liu, Peng Zhang, Chang Xu, Dingfei Zhang, Zhaoxuan Dong, Mingjun Li
Shoreline extraction on Java’s North Coast based on the satellite imagery: utilizing U-Net segmentation across diverse coastal characteristics
- Research
Edwin Adi Wiguna, Nurkhalis Rahili, Yudhi Prabowo, Dhedy Husada Fadjar Perdana, Hilmi Aziz, Marindah Yulia Iswari, Fajar Yulianto, Mardi Wibowo, Imam Fachrudin
ET2GIS & ET2QGIS tools: integrating ET2Spatial outputs into GIS for eye movement analysis of web maps
- Software
Tomáš Vaníček, Jan Šenkeřík, Stanislav Popelka
Research on intelligent classification of limestone photomicrographs based on the improved FasterNet architecture
- Research
Tingting Wang, Yuanchun Niu, Wanchun Zhao, Ranjith Pathegama Gamage, Isha Ahmad
Hybrid renewable energy advances and their impact on ground settlement in shield tunnel construction
- RESEARCH
Guo HanZhang, Zhang Guangcheng, Ye Xiane
Selective kernel convolution with global attention mechanism for multitask change detection in optical and SAR images
- Research
Tonggen Yang, Liang Huang, Bo-Hui Tang, Zhitao Fu, Zhen Zhang, Zhongxi Ge, Man Zhang, Siming Pu
Dynamic snake vision mask r-cnn: a method for microfracture detection in electrical logging imaging
- RESEARCH
Yihang Lu, Sinan Fang, Yi Yu, Huimin Wu, Guilan Lin, Guohao Ma, Zehan Wang
GTMod 1.0: a geological and geotectonic tool for ore body modeling - case study of the Trepça mine
- Software
Berat Sinani, Blazo Boev, Arianit A. Reka, Bahri Sinani, Ivan Boev
Automated image classification of minerals using convolutional neural networks
- Research
Dae Yeong Kim, Chan Jae Jeong, Sang Sub Kim, Gyeong Won Lee, Melvin B. Diaz, Kwang Yeom Kim
Adaptive ensemble-based malware detection in smart factory IIoT using AERS-WPS algorithm
- Research
Lei Liu, Li Guo
Lithology prediction via multiscale feature-fusion convolutional neural networks
- Research
Wenliang Nie, Heyu Zhang, Jiayi Gu, Wei Huang, Bo Li, Jianfeng Liu, Xiangfei Nie
Hybrid model for high-speed rail wind speed forecasting based on improved transformer
- Research
Xiaoling Ye, Anchuan Gong, Xin Chen, Yingchao Zhang, Yingyi Qi, Xiong Xiong
Artificial intelligence models for seepage analysis through embankment dam-case study: Khasa Chi Dam
- Research
Chelang A. Arslan, Fouad A. Al-Jalabi
Depression detection in billion-scale DEM grids in digital terrain analysis using HRBTree
- Open Access
- Research
Lejun Ma, Yue Yuan, Huan Wang, Xingnan Zhang, Yanan Liu, Wei Hu
Modeling background events across Southern California using the Markov-modulated Poisson process
- Research
Aditi Seal, Subhajyoti Sarkar, Niptika Jana
Machine learning-based mineral prospectivity mapping of epithermal gold mineralization in Northern new brunswick: a comparative study of random forest, support vector machine, and XGboost classifiers
- Research
Farzaneh Mami Khalifani, David R. Lentz, James A. Walker
A lightweight enhanced branching attention model for remote sensing scene image classification
- Research
Huiyue Wang, Xianbin Wen, Haixia Xu, LiMing Yuan, Xinyu Wang
Coastal vulnerability assessment in Norway: a geoinformation-based approach
- Research
Christos Asimakopoulos, George P. Petropoulos, Anna Karkani, Niki Evelpidou, Spyridon E. Detsikas
